Tag Archives: #Chinese military cognitive warfare

Exploring the Laws of Chinese Military Intelligent Warfare Design

探索中國軍事智慧戰爭設計規律

現代英語:

At present, with the widespread application of disruptive technology groups represented by artificial intelligence technology, the form of warfare is accelerating its evolution towards intelligence. Scientific planning and proactive design of intelligent warfare has become an issue of the times facing war preparation. To truly organize intelligent warfare design well, we must accurately grasp the characteristics and laws of intelligent warfare design, clarify its position and role in war planning and preparation, so as to better serve winning the war.

Focus on development and make reasonable foresight

Correct decisions come from correct judgments, and correct judgments come from scientific foresight for the future. Scientific prediction is the prerequisite for operational design, and operational design is the application of prediction results. Tomorrow’s war will not be a replica of today’s war, but its shadow can be found in today’s war. Therefore, the design of intelligent warfare should be based on a full assessment and scientific prediction of future war forms and ways to win, and the forms, styles, methods, and means of intelligent warfare should be predicted through today’s wars.

In a battlefield full of uncertainty and ambiguity, in order to make war design more realistic, we must focus on the development and changes of intelligent weapons and equipment of both sides in the future, the updating of combat theories, the development of combat capabilities, and the innovation of winning methods. We must make scientific and reasonable predictions, estimates, and analyses of the timing of launching intelligent warfare, scale and level, style and intensity, development process, outcome of war, and other various complex situations that may arise, and on this basis, make systematic concepts and advance plans.

Be proactive and prioritize shaping

Sun Tzu said, “Victorious troops first win and then seek battle.” Intelligent warfare design focuses on grasping the characteristics, laws, and development trends of war. Based on possible enemy situations, our own situations, and battlefield environment, it prioritizes creating a favorable situation, and strives to lead and control wars by studying, designing, and planning wars, so as to achieve the goal of deterring war and defeating the enemy without fighting.

The battlefield space of intelligent warfare is a multi-dimensional and multi-domain space that combines reality and virtuality, providing war designers with a stage to give full play to their intelligence, implement autonomy and creativity. As the initiative in initiating wars increases, the initiative and creativity in war design also increase accordingly. War designers can proactively design intelligent warfare based on future war forms. When designing it, we focus on both responding to current urgent threats and targeting future operations. To this end, we should firmly grasp the characteristics of the era of intelligent warfare design, take proactive actions, enhance the ability of active design and dynamic design in various links such as concepts, plans, and construction, take the initiative, fight proactively, ensure that we can always adapt to the rapid changes in the situation, make the war develop in the designed direction as much as possible, and strive for the initiative in war preparation.

Based on the existing situation, innovate and change

Intelligent warfare design is an original combination of the war designer’s cognitive concepts, cognitive levels, guiding ideas, and operational strategies. The courage to innovate is the soul of intelligent warfare design. To this end, the entire process, all fields, and aspects of intelligent warfare design should focus on innovation-led design.

Intelligent warfare design is a research based on the development predictions of intelligent warfare military theories, weapons and equipment, battlefield construction, etc. It is an expansion and innovation based on the existing situation. Due to the development and evolution of war forms, some combat methods that have been successful in history may become ineffective in intelligent warfare; and some unprecedented combat rules that are adapted to the combat theories and weapons and equipment of intelligent warfare need to be created. Intelligent warfare design understands, conceives and describes complex problems through critical and creative thinking, so as to help war designers more deeply understand and grasp the winning rules and guiding rules of intelligent warfare operations, discover the key points and deep-seated reasons that restrict the combat progress, and thus creatively propose solutions to the problems.

Various forms, eclectic

Comrade Mao Zedong pointed out in “On Protracted War”: “The ancients said that ‘the secret of applying the strategy lies in one’s heart’. We call this ‘secret’ flexibility, which is the product of a smart commander.”

The flexibility of intelligent warfare design is determined by the differences in combat operations and the variability, uncertainty and contingency of situations and tasks. Appropriate reasoning and decisions must be made based on different situations. War design methods are quite diverse and eclectic. Traditional research and prediction methods include Markov method, Delphi method, brainstorming method, scenario analysis method, etc. When designing intelligent warfare, we should combine it with actual combat research and flexibly adopt different methods. At present, with the widespread application of cloud computing, big data and other technologies in the military field, computer simulation, modeling and simulation, war game confrontation and other methods are increasingly becoming important forms of combat exercises and confrontation simulation training, and are also commonly used methods in intelligent warfare design.

Reverse thinking, strategic confrontation

War is a confrontation between the comprehensive strength of two hostile parties, but also a confrontation between the strategies and wisdom of the commanders of both sides. Antagonism is one of the basic characteristics of intelligent warfare design, and it is also the main feature that distinguishes warfare design from design activities in other fields.

The main object of intelligent warfare design is the combat activities carried out by the hostile parties on the battlefield. These activities are “live” confrontation actions between people, supported by information-based intelligent weapons and equipment and technical means. They are inseparable from the battle of wits and courage between the war designers of the hostile parties. Therefore, designers of intelligent warfare must not only be familiar with their own situation, but also stand in the opponent’s position and think from the opponent’s perspective about how the intelligent warfare will start, control, and end, and what specific combat actions will be taken to organize and implement it. Before the war, they must conduct a comprehensive analysis and prediction of various situations that may arise during the implementation of the combat, and then propose effective countermeasures. Only in this way can the designed war be targeted and can they take the initiative in confrontational combat activities.

Multi-domain linkage, comprehensive system

Intelligent warfare design is a complex systematic project involving various fields such as military, politics, diplomacy, and economy. The specific methods involve knowledge from many disciplines such as military science, political science, and operations research. The battlefield involves multi-dimensional spaces such as land, sea, air, space, and power grids.

Intelligent warfare design is neither a simple listing of all war-related content nor specific planning and preparation for an impending war. Rather, it is an all-round, full-system, and full-element conception and design of the content covered by intelligent warfare in a certain period of time in the future. In terms of content, it includes the combat scenarios, combat objectives, combat scale, combat direction, battlefield environment, possible combat styles, combat methods, etc. of intelligent warfare; in terms of time, it is the whole process from the time when the war designers conceive or plan the operation to the planning, preparation, implementation, and end of the operation. To design intelligent warfare, we must not only conduct in-depth research on the characteristics, laws and winning mechanisms of intelligent warfare, study the situation of combat opponents, the war environment, and weapons and equipment; we must also study many scientific fields such as war science, system science, and modern engineering science, and predict the impact of scientific and technological development on future wars and operations, so that we can scientifically design the combat theories and processes of intelligent warfare.

Overall planning, multiple case selection

Clausewitz said: “War is the kingdom of uncertainty, and three-quarters of the factors on which war depends are more or less surrounded by a fog of uncertainty.”

Intelligent warfare design is a general plan and conception of intelligent warfare operations. It is a creative thinking activity based on the wisdom and strategy of the designer, and is imaginative and challenging. The design of intelligent warfare only knows the approximate area and method of launching an operation, but there is no specific clarification on the scale and action style of the participating forces. The combat objectives and combat indicators are not specific. It is necessary to make rough plans and bold assumptions about the combat objectives, scale, action style, etc. of intelligent warfare based on the tasks undertaken and the threats faced in peacetime, and on the basis of comprehensive analysis and prediction, without sticking to the existing stereotyped thinking. The objectives and scale of intelligent warfare operations can be large or small, and the action composition can be flexible and diverse. The design results of intelligent warfare should include multiple cases coexisting, multiple cases being compared, and multiple methods being demonstrated to enhance the pertinence and reliability of the results.

Iterative development, rolling improvement

Intelligent warfare design is a long-term and complex system engineering project, which cannot be achieved overnight or once and for all. The probability of war itself, the uncertainty of factors affecting victory or defeat, and the complexity of confrontation in intelligent warfare combat systems all determine the complexity and variability of intelligent warfare design. At the same time, when designing the opponent, one is also being designed by the opponent. Any negligence or carelessness may lead to a complete loss in one wrong move. It is not easy to carry out accurate war design.

With the continuous development of science and technology, the continuous evolution of war forms, and the ever-changing strategic threats and security environment faced in the future, intelligent warfare design should also keep pace with the development of the situation and tasks, and pay more attention to iterative development and design. In line with this, various operational concepts, operational plans, operational regulations, etc. should also be revised in a timely manner, continuously updated, and improved to adapt to the ever-changing new situations.

現代國語:

探尋智慧化戰爭設計規律

■陳建社

引言

當前,隨著以人工智慧技術為代表的顛覆性技術群的廣泛運用,戰爭形態加速向智能化演進,科學籌劃並主動設計智能化戰爭成為戰爭準備面臨的時代課題。要真正組織好智慧化戰爭設計,就要準確把握智慧化戰爭設計的特點規律,弄清楚其在戰爭籌劃和準備中的地位作用,從而更好地為打贏戰爭服務。

著眼發展,合理預見

正確的決策來源於正確的判斷,而正確的判斷來源於對未來所做的科學預見。科學預測是作戰設計的前提,作戰設計是預測結果的運用。明天的戰爭,不會是今天戰爭的翻版,卻可以在今天的戰爭中找到影子。因此,進行智慧化戰爭設計,應以對未來戰爭形態和製勝方式的充分研判和科學預測為前提,通過今天的戰爭預測智能化戰爭的形態、樣式、方法、手段等。

在充滿不確定性和模糊性的戰場上,要使戰爭設計更加符合實際,就要著眼未來一個時期敵我雙方智能化武器裝備的發展變化、作戰理論的更新、作戰能力的發展、制勝途徑的創新等因素,對智能化戰爭的發起時機、規模層次、樣式烈度、發展進程、戰爭結局和其他可能出現的各種復雜情況,進行科學合理預測、此構想等,

積極主動,優先塑造

孫子曰:「勝兵先勝而後求戰。」智能化戰爭設計著眼於把握戰爭的特點、規律和發展趨勢,基於可能的敵情、我情和戰場環境,優先塑造有利態勢,力爭通過研究戰爭、設計戰爭、謀劃戰爭,從而主導和控制戰爭,達到以止止戰、不戰而屈懾人之兵的目的。

智慧化戰爭的戰場空間是現實和虛擬結合的多維多域空間,為戰爭設計者提供了一個充分發揮聰明才智、實施自主與創造的舞台。戰爭發起的主動性增強,戰爭設計的主動性、創造性也隨之提升,戰爭設計者可根據未來的戰爭形態,主動對智慧化戰爭進行超前設計。設計時,既注重應對當前緊迫威脅,也著重於瞄準未來作戰。為此,應緊緊把準智慧化戰爭設計的時代特徵,積極主動作為,在概念、預案、建設等各個環節,增強主動設計、動態設計能力,下好先手棋,打好主動仗,確保始終適應情況的快速變化,盡可能使戰爭按照所設計的方向發展,爭取戰爭準備的主動。

立足現有,創新求變

智慧化戰爭設計是對戰爭設計者認識理念、認知層次、指導思想、運籌謀略等的原創性組合,勇於創新是智慧化戰爭設計的靈魂。為此,智慧化戰爭設計全過程、諸領域、各方面都應著重以創新引領設計。

智慧化戰爭設計是建立在對智慧化戰爭軍事理論、武器裝備、戰場建設等發展預測基礎上的研究,是在立足現有情況基礎之上的拓展創新。由於戰爭形態的發展演進,一些歷史上曾經成功的作戰方法,在智能化戰爭中可能會失效;而一些前所未有,適應智能化戰爭作戰理論和武器裝備的戰法則需要被創造出來。智慧化戰爭設計透過批判性和創造性思維,理解、構想和描述復雜問題,以幫助戰爭設計者更深入地理解把握智能化戰爭作戰的製勝規律和指導規律,發現制約作戰進程的關鍵點及深層原因,從而創造性地提出解決問題的辦法。

形式多樣,不拘一格

毛澤東同志在《論持久戰》中指出:“古人所謂‘運用之妙,存乎一心’,這個‘妙’,我們叫做靈活性,這是聰明的指揮員的出產品。”

智慧化戰爭設計的靈活性,是由作戰行動的差異性以及形勢任務的變化性、不確定性和偶然性決定的,要根據不同的情況進行相應的推理和決斷。戰爭設計方法比較多樣,不拘一格,傳統的研究預測方法有馬爾可夫法、德爾菲法、頭腦​​風暴法、情境分析法等。進行智慧化戰爭設計時,應結合作戰研究實際,靈活採用不同的方法。當前,隨著雲計算、大數據等技術在軍事領域的廣泛運用,計算機模擬、建模模擬、兵棋對抗等方法,正日益成為作戰演習及對抗模擬訓練的重要形式,也是智能化戰爭設計普遍採用的方法。

逆向思維,謀略對抗

戰爭是敵對雙方綜合實力的對抗,更是雙方指揮員謀略和智慧的對抗。對抗性是智慧化戰爭設計的基本特點之一,也是戰爭設計區別於其他領域設計活動的主要特徵。

智慧化戰爭設計的主要對象,是敵對雙方在戰場上進行的作戰活動,這些活動是人與人之間,在資訊化智慧化武器裝備及技術手段支撐下「活」的對抗行動,是與敵對雙方戰爭設計者的鬥智鬥勇分不開的。因此,智慧化戰爭設計者不僅要熟悉掌握己方情況,還要站在對手的立場,從對手的角度來思考智能化戰爭會以什麼樣的方式開局、控局、收局,會具體採取什麼樣式的作戰行動來組織實施,要在戰前對作戰實施過程中可能出現的各種情況進行全面分析預測,進而提出有效的對策措施,這樣主動設計的戰爭才有針對性,也能在戰鬥中掌握戰爭的活動中才有針對性。

多域聯動,系統全面

智慧化戰爭設計是一項複雜的系統性工程,涉及軍事、政治、外交、經濟等各個領域,具體方法涉及軍事學、政治學、運籌學等諸多學科領域知識,戰場涉及陸海空天電網等多維空間。

智慧化戰爭設計既不是簡單羅列與戰爭相關的所有內容,也不是對即將發生的戰爭進行具體籌劃和準備,而是對未來一定時期智能化戰爭所涵蓋內容的全方位、全系統、全要素構想和設計。從內容上講,包括智慧化戰爭的作戰場景、作戰目的、作戰規模、作戰方向、戰場環境、可能採取的作戰樣式、作戰方法等;從時間上講,是從戰爭設計者構思或謀劃作戰開始,一直到作戰籌劃、作戰準備、作戰實施、作戰結束的全過程。進行智慧化戰爭設計,不僅要深入研究智能化戰爭的特點、規律和製勝機理,研究作戰對手情況、戰爭環境情況、武器裝備情況;而且要研究戰爭科學、系統科學和現代工程科學等眾多科學領域,並要預測科學技術發展對未來戰爭和作戰的影響,進而對智能化戰爭的作戰理論、作戰進程等進行科學設計。

概略謀劃,多案優選

克勞塞維茨說:“戰爭是不確定性的王國,戰爭所依據的四分之三的因素或多或少地被不確定性的迷霧包圍著。”

智慧化戰爭設計是對智慧化戰爭作戰的概略性籌劃與設想,是建立在設計者智慧與謀略基礎之上的一種創造性思維活動,富有想像力與挑戰力。智慧化戰爭設計只知道作戰發起的概略區域和方式,但對參戰力量的規模、行動樣式等沒有具體明確,作戰目標和作戰指標都不具體,需要根據平時所擔負的任務和麵臨的威脅,在綜合分析預測的基礎上,對智能化戰爭的作戰目的、作戰規模、行動樣式等進行略籌和設想,不拘化和設想,不拘化思維,不拘化思維。智能化戰爭作戰目的和規模可大可小,行動構成靈活多樣,智能化戰爭設計結果應多案並存、多案對比、多法論證,增強結果的針對性和可靠性。

迭代開發,滾動完善

智慧化戰爭設計是一項長期的複雜系統工程,不是一蹴可幾、一勞永逸的事。戰爭本身的蓋然性和勝負影響因素的不確定性以及智能化戰爭作戰體系對抗的複雜性等,都決定了智能化戰爭設計的復雜多變。與此同時,己方在設計對手時,也在被對手設計,任何疏忽或大意都可能導致一著不慎,滿盤皆輸,進行準確的戰爭設計絕非易事。

隨著科學技術的不斷發展、戰爭形態的不斷演變,以及未來面臨的戰略威脅和安全環境的不斷變化,智慧化戰爭設計也應隨著形勢任務的發展而與時俱進,更加註重迭代開發設計。與之相適應,各種作戰構想、作戰概念、作戰預案、作戰條令等也應適時修訂,不斷更新、滾動完善,以適應不斷發展變化的新情況。

中國原創軍事資源:http://www.81.cn/ll_208543/1634673288.html

Chinese Military Era of Intelligent Integration Calls for Smart Transformation Training

中国军事智能化时代呼唤智能转型训练

現代英語:

At present, the new military is exciting the rapid development of scientific and technological revolution and revolution. Revolutionary technologies represented by artificial intelligence promote the transformation of war forms to intelligent warfare with artificial intelligence. Winning intelligent warfare has gradually become the focus of military competition among powerful countries. Military training, as a pre-practice of military warfare, should promptly mark new goals, realize the transformation to “intelligence”, accelerate “intelligence” training, continuously improve the military science and technology level and “intelligence content”, and comprehensively upgrade combat capabilities to accelerate generation.

Keep up with the changes in the form of war and upgrade the concept of transformation

As the scale of the military and the number of equipment are no longer the key to victory in war, upgrading war thinking and training concepts is imperative. We should take a more proactive attitude and a more open vision, keep up with the trend of focus development, and strive to create a new thinking for military victory.

Grasp the inherent cause and effect of intelligent manufacturing victory. The winning chart is a manifestation of the inherent laws of war. Driven by the intelligent revolution, driven by strategic competition, and driven by war practice, the advantages of information-generated intelligence and intelligence-enabled are increasingly evident, reflected in various links such as actuarial and joint systems. A certain flow chart, it can be said that the higher the “intelligence”, the higher the quality level of combat and training can be. Therefore, further training thinking remains at the mechanization level. We should use the courage of self-revolution to trigger a “headache storm”, upgrade standardized combat, strengthen the theoretical research of standardized training, and use “intelligence” soldiers to deal with mechanized, informationized, and standardized combat issues, organically connect with fighting, design wars with technology, and practice wars with intelligent means, so as to clarify the fog of war.

At present, the military implements training mobilization with a focus on transformation, trying to further widen the generation gap in combat power with other countries’ armies. Once the generation gap in the military is widened, it will be difficult to recover. If you can’t keep up with it, you may be completely controlled by others. Only by keeping an eye on the opponent can you surpass the opponent. We must stand out in military training, and improve the level of military transformation and non-target combat capabilities in training.

Strengthen the target positioning of science and technology empowerment. Science and technology are the core combat power. Driven by science and technology, the combat effectiveness has leaped from mechanical energy type and information energy type to type. Traditional siege-style large-scale troop operations are gradually withdrawing from the historical stage, and the cutting-edge competition in high-end and emerging fields is becoming increasingly fierce. If military training does not improve its scientific and technological armament, it will only be at the forefront of low-level intelligence. Therefore, we should firmly establish the goal of winning by science and technology, firmly grasp the “life gate” and “key point” of winning future wars, greatly improve the connotation of military science and technology, increase the practical application of new means such as artificial intelligence, cloud computing, and big data, unveil the mysterious veil of focusing on war, and control the initiative of future wars.

Keep up with the changes in scientific and technological development and build strong conditions for automation transformation

Automation training conditions are the basic training support for organizing and implementing automation training, and are directly related to the quality and effectiveness of automation training. To build an automated training environment, we need to focus on the development of intelligent concepts, intelligent technology, and automated operations, and continue to work hard in building environments, innovating training methods, and cultivating new talents.

Construct a battlefield environment. Modified operations, training space is more convenient, the field is wider, and the methods are more diverse. The battlefield environment construction under easy mechanization and information conditions can no longer support the needs of modified training. We should highlight the elite confrontation, rapid confrontation, and linkage confrontation supported by the modification conditions, tap into the existing existing training equipment and field functions, strengthen the application of technologies such as big data analysis, smart wearable devices, and machine “deep learning”, and effectively integrate various fields such as land, sea, air, space, electricity, and network. For example, digital maps, virtual reality and other technologies are used to simulate and display visualized three-dimensional landforms, weather and complex combat scenes, and build rich and rich combat scenes.

Develop advanced training methods. Advanced training methods help improve training results. Transformation of military training should transform the key factor of “data-centric” and transform the latest scientific and technological achievements into training conditions. We should focus on strengthening data linkage and integration to form a “pool” covering strategy, campaign, and tactics, and immediately command organizations to end individual soldiers; develop data intelligent analysis tools, use training cloud computing, artificial intelligence and other advanced technologies to integrate and mine data operations; develop intelligent training systems, increase the construction of simulation methods such as simulation, war game confrontation, network confrontation, and intelligent judgment, and overall promote the transformation and upgrading of military methods to “technology +” and “intelligence +”.

Cultivate new military talents. No matter how the war evolves, people are always the real controllers and final decision-makers of war. The quality of the standardization level of military personnel must determine the quality of customized training. To win the information-based local war with standardized characteristics, we should accurately meet the future military needs, strengthen the transformation of traditional combat talents, make good use of the power resources of “technology +”, “maker +” and “think tank +”, promote the integrated development of “commanders”, “combatants” and “scientists” and “technologists”, form a professional and standardized new military talent group, and realize the intelligent interaction between people and equipment, the deep integration of people and environment, and the extensive adaptation of people and environment.

At present, the world’s major military powers attach great importance to the development of intelligent equipment. New equipment such as unmanned “swarms” and unmanned submarines are emerging in an endless stream. On the one hand, they support standardized military training, and on the other hand, they are constantly tested and improved. To this end, we should make full use of the war-building and preparation strengthening mechanism, vigorously promote the “+ intelligence” of existing equipment and the “intelligence +” construction of the new generation of equipment, adhere to the research, construction, use and modification, break through the customization level of weapon upgrades and equipment through training practice, and finally make efforts to achieve a multiplier effect. The entire weapon equipment goes from “weak intelligence” to “strong intelligence” and then to “super intelligence” to better support standardized military training.

Keep up with the changes in war practice and innovate customized training models

The military style training model has been developed many times and has moved from theoretical exploration to battlefield practice. In recent local wars, standardized operations have begun to show their edge, and thus have shown the potential to change the “rules of the game” of war. The combat style has changed, and the training model must also change accordingly and actively change. We must keep a close eye on the characteristics of war, innovate military training models, and fully rehearse the next war in military training.

We must base ourselves on the basic point of fighting high-end wars with strong enemies, highlight the essence of breaking high-end wars, continue to deepen research on strong enemies, and use the development of new combat concepts and training theories as a starting point to clarify the laws of war development and key points for winning. Predict future wars and design combat styles from the perspective of intelligence and innovation to study the unique and wonderful ways to defeat the enemy. Emphasize key actions such as joint anti-missile defense, organize strategic and campaign training tactics to defeat the enemy with disadvantages, organize non-combat training to win, and organize training to fight against new domains such as the far sea and the far domain. Seize the high position of future wars in innovative training and form a combat capability of “superior intelligence” and “superior skills” against powerful enemies.

Emphasize the research and training of new quality forces. The transformation of war from winning by force and equipment to winning by intelligence has made new combat forces a new growth pole of combat effectiveness. According to information, the US military plans to standardize 60% of ground combat platforms by 2030, and the Russian army expects that more than 30% of key weapons and equipment will be used in the battlefield by 2025. As the army’s new equipment with intelligent attributes increases, it is necessary to take the path of actual combat training with new combat forces as the leading element, highlight the formation and combat use of new combat forces, carry out training methods and tactics that are compatible with the new domain combat concept and victory, strengthen new styles of training such as unmanned combat, promote the combat system of new combat forces, and make new combat power resources move and come alive.

Highlight intelligent command research and training. How to change the form of war and command, ability is always the key ability to win the battle. As the degree of war continues to increase, planning and commanding based on experience and personal wisdom alone can no longer adapt to any rapidly changing battlefield situation. Artificial intelligence decision-making training has become an inevitable trend to improve the efficiency of combat mission planning, planning, command and control. Commanders and command organizations are the key to the system of operations. We need to make breakthroughs in the scientificity, accuracy and timeliness of command planning. We rely on new technologies such as “big data” and “artificial intelligence algorithms” and new means such as “engineering” and “one network” to promote the upgrade of command planning from “human intelligence” training to “human intelligence + intelligence” training. We can judge the enemy situation, establish plans and determine actions in the process of actuarial calculations, so as to achieve the goal of defeating the slow with the fast and taking the lead.

(Author’s unit: Central Theater Command)

現代國語:

曾海清

引言

目前,新軍事激動科技革命和革命快速發展,以人工智慧為代表的革命性技術,以人工智慧推動戰爭形態向智慧化戰爭轉型,打贏智慧化戰爭逐漸成為強國軍事競爭的焦點。軍事訓練作為軍事戰爭的預實踐,應及時邁開標記新目標,實現向“智”轉型、正加速“智”練兵,不斷提高軍事科技度和“含智量”,全面升級作戰能力加速生成。

緊跟形態戰爭之變,升級改造概念

隨著軍事規模、裝備數量已不再是戰爭決定制勝的關鍵,升級戰爭思想和訓練理念勢必行。我們當以更主動的姿態、更開放的視野,緊跟著焦點發展趨勢,全力打造軍事制勝新思維。

把握智能製造勝的內在因果關係。制勝圖表是戰爭內在規律的表現。在智慧革命驅動下、戰略競爭推動下、戰爭實踐牽引下,資訊生智、以智賦能的優勢日益顯現,體現在精算、聯合體係等各個環節。一定的流程圖,可以說「智」有多高,戰與訓的品質水準就能夠達到多高。所以,進一步訓練思維停留在機械化層面應該以自我革命的勇氣來引發“頭痛風暴”,升級標準化作戰,加強標準化訓練理論研究,以“智”兵練處理機械化、信息化、標準化作戰問題,把和打仗有機銜接起來,用技術設計戰爭,用智能手段演練戰爭,從而輪廓清晰化戰爭的迷霧。

目前,軍事實施以轉型為重點的訓練動員,試圖進一步拉大與其他國家軍隊的戰力代差。軍事上的代差一旦拉開將很難追回,一步跟不上就可能徹底受制於人,只有盯緊對手才可能超越對手。要向強在軍事訓練中突出出來,在練兵中提高軍事轉型水準和非目標作戰能力。

強化科技賦能的目標定位。科技是核心戰鬥力。在科技驅動下,戰鬥力形態已從機械能型、資訊能型向型躍升,傳統攻城略地式大兵團作戰正逐步退出歷史舞台,高端、新興領域的尖端量日益激烈。軍事訓練若不提高科技武裝,將只能在低層次智能外圍前沿,很為此,應樹牢科技制勝目標,緊緊抓住科技創新這一制勝未來戰爭的“命門”和“要穴”,大幅提高軍事科技內涵,加大人工智能、雲計算、大數據等新手段的實踐運用,揭開聚焦戰爭的神秘面紗,加大人工智能、雲計算、大數據等新手段的實踐運用,揭開聚焦戰爭的神秘面紗,掌控未來行動權。

緊跟科技發展之變,建強自動化改造條件

自動化訓練條件是組織實施自動化訓練的基礎訓練支撐,直接關係自動化訓練品質。建構自動化訓練條件環境,需要我們緊緊圍繞智慧理念、智慧科技和自動化作戰的發展,在建構環境、創新訓練手段、培育新型人才等方面持續發力。

構設戰場環境。 改裝作戰,訓練空間更加便利、領域更廣泛、方式更加多元,易機械化資訊化條件下的戰場環境構設已無法支撐改裝訓練需求。應突顯改裝條件支撐下的精兵對抗、快速對抗、連動對抗,挖掘充分現有的訓練裝置和現場功能,加強大數據分析、智慧穿戴裝置、機器「深度學習」等技術應用,把陸、海、空、天、電、網等各領域有效融合起來,例如利用數位地圖、虛擬實境等技術模擬顯示可視化的內涵地貌、天誌場景,建構內

開發先進訓練手段。先進的訓練手段,有助於提升訓練成果。轉型軍事訓練應轉變「以數據為中心」這一關鍵因素,將最新科技成果轉化為訓練條件。應著重加強資料連動融合,形成覆蓋戰略、戰役、戰術,立即指揮機構走向終結單兵的「池」;開發資料智慧分析工具,藉助訓練雲運算、人工智慧等先進技術,整合挖掘資料作戰;開發智慧演訓系統,加大模擬模擬、兵棋對抗、網路對抗、智慧判決等模擬手段,整體軍事模擬向「科技+升級」「智慧手段」。

培養新型軍事人才。無論戰爭形態如何演變,人始終是戰爭的真正控制者和最終決策者。軍事人員標準化水準的優劣,一定編程了客製化訓練的品質效果。要打贏具有標準化特徵的資訊化局部戰爭,應精準對接未來軍事需求,加強傳統作戰力人才轉型,用好「科技+」「創客+」「智庫+」力量資源,推動「指揮官」「戰鬥員」與「科學家」「技術家」融合發展,形成專業化、標準化的新型軍事人才群體,實現人與裝備智能、人與深度融合。

目前,世界主要軍事強國都高度重視智慧裝備發展,無人「蜂群」、無人潛航器等新裝備層出不窮,一方面支撐標準化軍事訓練,一方面又在不斷檢驗完善。為此,應充分用好戰建備強化機制,大力推進現有裝備“+智能”和新一代裝備“智能+”建設,堅持邊研邊建邊用邊改,以訓練實踐突破武器升級裝備定制水平,最終發力實現倍增效應,整個武器裝備從“弱智”到“強智”再到“超智”的時間軸,更好地支撐標準化軍事訓練。

緊跟戰爭實踐之變,創新客製化訓練模式

軍事樣式訓練模式經過多次發展,從理論探索走向戰場實踐。近年來的局部戰爭中,標準化作戰已初露鋒芒,並由此顯現出改變戰爭「遊戲規則」決定的潛力。作戰樣式變了,訓練模式也要隨之變、主動變。要盯緊戰爭特點,創新軍事訓練模式,在軍事訓練中充分預演下一場戰爭。

要立強敵打高端戰爭這個基點,突顯破解高端戰爭本質,持續深化強敵研究,以開發新型作戰概念和訓練理論為抓手,搞清戰爭發展規律和製勝要點。從的視角預判未來戰爭、設計作戰風格,智創新研究克敵制勝的奇招、妙招要突出聯合反導等關鍵行動,瞄準強敵組織以劣勢勝優的戰略戰役訓練戰術,瞄準勝勝組織非謀求制衡實戰訓練,瞄準全域組織對抗遠海域等新域延伸訓練,在創新運動中搶奪制衡實戰訓練,瞄準全球組織對抗遠海域等新域延伸訓練,在創新訓練中佔高優勢訓練中佔未來的高超能力。

突顯新質力量研練。戰爭從力勝、器勝到智勝的轉變,使得新型作戰力量成為戰鬥力新的成長極。根據資料介紹,美軍計畫在2030年達到60%地面作戰平台標準化,俄軍預計2025年重點武器裝備戰場將超過30%。隨著軍隊具有智慧屬性的新裝備增多,要走開以新質作戰力量為主導要素的實戰化練兵路子,突顯新質作戰力量編成、作戰運用,開展與新域作戰理念、制勝相適應的訓法戰法,加強無人作戰等新樣式訓練,推動新質作戰力量作戰體系,讓新質戰鬥力資源動起來、活起來。

突顯智能指揮研練。戰爭形態如何轉變指揮,能力始終是能打勝仗的關鍵能力。隨著戰爭程度不斷提高,僅憑經驗和個人智慧進行規劃和指揮已不能適應任何瞬息萬變的戰場局勢,人工智慧決策訓練已成為提升作戰任務規劃、規劃、指揮控制效率的必然趨勢。指揮員和指揮機構這一體係作戰關鍵,在指揮謀劃科學性、精確性、時效性上求突破,依托「大數據」「人工智慧演算法」新技術和「工程化」「一張網」新手段,推動指揮謀劃由「人智」訓練向「人智+機智」訓練升級,在精算學、先定階段中求敵情、先定階段。

(作者單位:中部戰區)

中國原創軍事資源:http://www.81.cn/xxqj_207719/xxjt/ll/1017241088.html?

China’s Military Meeting Challenges of Intelligent Warfare with New Concepts

中國軍隊以新概念應對智慧化戰爭挑戰

現代英語:

Preface

The breakthrough achievements of artificial intelligence technology marked by deep learning and its application in various fields have pushed intelligence to a new high in the global wave and become the focus of attention from all parties. In the military field, which has never been willing to lag behind in technological innovation and application, a new revolution is also being actively nurtured. We must accurately grasp the evolution of intelligent warfare and analyze the inner essence of intelligent warfare in order to welcome and control intelligent warfare with a brand new look.

How far are we from intelligent warfare?

Intelligent warfare is a war that is mainly supported by artificial intelligence technology. It has been the dream of people for thousands of years to endow weapon platforms with human intelligence and replace humans in the battlefield. With the powerful impact brought to the world by artificial intelligence systems represented by AlphaGo and Atlas, and the emergence of new combat concepts and new platforms such as swarm warfare and flying aircraft carriers, the door to intelligent warfare seems to be quietly opening.

The law of historical development indicates that intelligent warfare will inevitably enter the battlefield. The progress of science and technology promotes the evolution of weapons and equipment, triggers fundamental changes in military organization, combat methods and military theories, and ultimately forcibly promotes historical changes in the form of war. The arrival of intelligent warfare also conforms to this inevitable law of historical development. Looking back at the evolution of human warfare, every major progress in science and technology has promoted major changes in the military. The invention of black powder has made human warfare evolve to the era of hot weapons. Infantry and cavalry formations were completely wiped out under the line-of-gun warfare. The use of steam engines in the military has made human warfare evolve to the mechanized era, and has further given rise to large-scale mechanized warfare led by armored ships, tanks, and airplanes. The emergence and application of intelligent technology will profoundly change human cognition, war thinking, and combat methods, and once again set off major changes in the military. Intelligent warfare will inevitably enter the war stage.

The development of artificial intelligence technology determines the pace of intelligent warfare. The continuous development and widespread application of artificial intelligence technology have pushed intelligent warfare from chaos to reality. It has begun to sprout, grow gradually, and come to us step by step. To truly enter intelligent warfare, artificial intelligence technology needs to reach four levels. The first level is computational intelligence, which means breaking through the limitations of computing power and storage space to achieve near-real-time computing power and storage capacity, which is far beyond the reach of large computers and huge servers. The widespread application of cloud computing has steadily brought humans to the first level. The second level is perceptual intelligence, which means that the machine can understand what it hears, see what it sees, distinguish what is true, and recognize what it knows clearly, and can communicate directly with people. Natural language understanding, image and graphic recognition, and biometric recognition technologies based on big data have allowed humans to reach the second level. The third level is cognitive intelligence, which means that the machine can understand human thinking, think and reason like humans, and make judgments and decisions like humans. Knowledge mining, knowledge graphs, artificial neural networks, and decision tree technologies driven by deep learning algorithms have allowed humans to strive to move towards the third level. The fourth stage is human-machine fusion enhanced intelligence, which is to combine the perception, reasoning, induction, and learning that humans are good at with the search, calculation, storage, and optimization that machines are good at, to complement each other’s advantages and interact in a two-way closed loop. Virtual reality enhancement technology, brain-like cognitive technology, and brain-like neural network technology are exploring how humans can move towards the fourth stage. When humans stepped onto the second stage, intelligent warfare began to approach us; when we step onto the fourth stage, the era of intelligent warfare will be fully opened.

Self-learning growth accelerates the sudden arrival of intelligent warfare changes. The ability to “learn” is the core ability of artificial intelligence. Once a machine can learn by itself, its learning speed is amazing. Once a machine has the ability to self-learn, it will enter a rapid growth track of “improving intelligence and accelerating evolution” repeatedly. All technical difficulties in the direction of intelligent warfare will be solved as “learning” deepens. The era of intelligent warfare is likely to arrive suddenly in a way that people can’t imagine!

What will intelligent warfare change?

Intelligent warfare will break through the limits of traditional time and space cognition. In intelligent warfare, artificial intelligence technology can collect, calculate, and push all kinds of action information of all forces in combat in real time and in all domains, enabling humans to break through the logical limits of thinking, the physiological limits of senses, and the physical limits of existence, greatly improving the scope of cognition of time and space, and being able to accurately control all actions of all forces in real time, and to achieve rapid jump, gathering, and attack of superior combat resources in multi-dimensional space and multi-dimensional domains. Any space at any time may become a time and space point for winning the war.

Intelligent warfare will reconstruct the relationship between humans and weapons and equipment. With the rapid advancement of intelligent technology and the continuous improvement of the level of intelligence, weapon platforms and combat systems can not only passively and mechanically execute human instructions, but also can, based on deep understanding and deep prediction, super-amplify through the calculation, storage, and query that machines are good at, so as to autonomously and actively perform specific tasks in a certain sense. It can be said that weapon platforms and combat systems can also actively exert human consciousness to a certain extent, even beyond the scope of human cognition, and complete combat tasks autonomously and even creatively according to specific procedures. The distinction between humans and weapons and equipment in the traditional sense has become blurred, and it is even difficult to distinguish whether it is humans or machines that are playing a role. People exclaimed that “humans and weapons and equipment will become a partnership.” Therefore, in intelligent warfare, although humans are still the most important factor in combat effectiveness, the change in the way humans and weapons and equipment are combined has enriched the connotation of combat effectiveness, and the traditional relationship between humans and weapons and equipment will also be reconstructed on this basis.

Intelligent warfare will give rise to the emergence of new combat methods. The epoch-making progress of science and technology will inevitably bring about revolutionary changes in combat methods; major progress in intelligent technology will inevitably bring about an active period of change in combat methods. On the one hand, the continuous emergence of new technologies in the fields of deep cognition, deep learning, deep neural network, etc. driven by computing, data, algorithms, and biology, as well as the cross-integration of achievements in the fields of information, biology, medicine, engineering, manufacturing, etc., will inevitably promote the emergence of new combat methods. On the other hand, the fierce confrontation between intelligent weapon platforms and combat systems will inevitably become the goal and driving force of innovative combat methods. In war, the more intelligent the parts are, the more they become the focus of confrontation. The differences in advantages in terms of space-time cognitive limits, massive information storage and computing capabilities, and neural network organization generation capabilities will bring about new areas of “blinding”, “deafening”, and “paralyzing” combat methods.

Intelligent warfare will incubate a completely new command and control method. The advantages of command and control are the focus of attention in the field of warfare, and intelligent warfare calls for a completely new command and control method. First, human-machine collaborative decision-making has become the main command and decision-making method in intelligent warfare. In previous wars, command and decision-making were all led by commanders, with technical means as auxiliary decision-making. In intelligent warfare, intelligent auxiliary decision-making systems will actively urge or urge commanders to make decisions based on new battlefield situation changes. This is because in the face of massive and rapidly changing battlefield situation information data, the human brain can no longer quickly accommodate and efficiently process it, and human senses can no longer withstand the extraordinary speed of change. In this case, decisions made solely by commanders are likely to be late and useless. Only human-machine collaborative decision-making driven by intelligent decision-making assistance systems can make up for the time and space differences and the machine-computer differences and ensure the command decision-making advantage. Second, brain neural control has become the main command control method in intelligent warfare. In previous wars, commanders issued commands to command and control troops step by step through documents, radios, and telephones in the form of documents or voice. In intelligent warfare, commanders use intelligent brain-like neurons to issue commands to troops through the neural network combat system platform, which reduces the conversion process of command expression forms, shortens the conversion time of commands across media, and is faster and more efficient. When the combat system platform is partially damaged by an attack, this command and control method can autonomously repair or reconstruct the neural network, quickly restore the main function or even all functions, and have stronger anti-attack capabilities.

How should we prepare for intelligent warfare?

In the research and exploration of intelligent warfare, we must not be content to lag behind, but must aim to win future wars and meet the challenges of intelligent warfare with a more proactive attitude, advanced concepts, and positive actions.

Use breakthroughs in intelligent technology to promote the leap in the effectiveness of intelligent combat systems. Although the development of intelligent technology has made great progress in neural network algorithms, intelligent sensing and networking technology, data mining technology, knowledge graph technology, etc., it is still in the weak intelligence stage overall and is far from reaching the advanced stage of strong intelligence. There is still broad room for development in the future. We must strengthen basic research on artificial intelligence, follow the laws of scientific and technological development, scientifically plan the direction of intelligent technology development, select technical breakthroughs, and strengthen key core technologies of artificial intelligence, especially basic research that plays a supporting role. Highlight research on key military technologies. Guided by military needs, we will develop intelligent reconnaissance and perception systems, command and control systems, weapon equipment systems, combat support systems and other weapons and equipment around key military technologies such as intelligent perception, intelligent decision-making, intelligent control, intelligent strike, and intelligent support. We will focus on military-civilian scientific and technological collaborative innovation, give full play to the advantages of civilian intelligent technology development, rely on the superior resources of the military and the local area, strengthen military-civilian strategic cooperation, build a service platform for the joint research and sharing of artificial intelligence scientific and technological achievements, the joint construction and sharing of conditions and facilities, and the joint connection of general standards between the military and the local area, and form a new situation of open, integrated, innovative and development of intelligent combat technology.

Leading innovation in combat methods with the concept of intelligent warfare. To meet the arrival of intelligent warfare, changing concepts is a prerequisite. Concepts are the forerunner of action. If our concepts remain at the traditional level, it will be difficult to adapt to the needs of intelligent warfare. Intelligent warfare has undergone profound changes in technical support, combat power, and winning mechanisms. We must first establish the concept of intelligent warfare and use it to lead the innovation of our army’s future combat methods. First, we must strengthen the competition for “intellectual property rights.” Artificial intelligence is the foundation of intelligent warfare. Depriving and weakening the opponent’s ability to use intelligence in combat and maintaining the freedom of one’s own intelligence use are the basis for ensuring the smooth implementation of intelligent warfare. The armies of developed Western countries are exploring various means such as electromagnetic interference, electronic suppression, high-power microwave penetration and takeover control to block the opponent’s intelligent application capabilities, seize “intelligence control”, and thus seize battlefield advantages. Second, innovate intelligent combat methods. We must focus on giving full play to the overall effectiveness of the intelligent combat system, strengthen the research on new intelligent combat methods such as human-machine collaborative intelligent combat, intelligent robot combat, and intelligent unmanned swarm combat, as well as the processes and methods of intelligent combat command and intelligent combat support. Focus on effectively responding to the enemy’s intelligent combat threats and study strategies to defeat the enemy, such as intelligent blocking warfare and intelligent disruption warfare.

Use intelligent training innovation to promote the transformation of combat power generation mode. Intelligent warfare will be a war jointly implemented by humans and machines, and combat forces with intelligent unmanned combat systems as the main body will play an increasingly important role. It is necessary to adapt to the new characteristics of the intelligent warfare force system, innovate and develop intelligent training concepts, and explore new models for the generation of intelligent warfare combat power. On the one hand, it is necessary to strengthen the training of “people” driving intelligent systems. Relying on big data, cloud computing, VR technology, etc., create a new training environment, continuously improve people’s intelligent literacy, improve the quality of human-machine cognition, understanding, and interaction, and enhance the ability of people to drive intelligent combat systems. On the other hand, it is necessary to explore a new training model with “machines” as the main object. In the past, training was basically human-centered, focusing on people’s proficiency in mastering and using weapons and equipment in a specific environment to improve combat effectiveness. In order to adapt to the new characteristics of the intelligent warfare force system, the training object should change the traditional human-centered training organization concept and model, focus on improving the self-command, self-control, and self-combat capabilities of the intelligent combat system, make full use of the characteristics of the intelligent system’s ability to self-game and self-grow, and form a training system, training environment, and training mechanism specifically for the intelligent combat system, so that the intelligent combat system can obtain a geometric leap in combat capability after a short period of autonomous reinforcement training.

現代國語:

來源:解放軍報 作者:李始江 楊子明 陳分友 責任編輯:喬楠楠 2018-07-26 08:23:16
前言

以深度學習為標志的人工智慧技術突破性成果及其在各領域的應用,將智慧化推上了全球浪潮的新高,也成為各方關注的焦點。在科技創新與應用從未甘落後的軍事領域,也正在積極孕育一場新的變革。我們必須準確把握智能化戰爭的演進脈搏,透析智能化戰爭的內在本質,才能以嶄新的面貌迎接和駕馭智能化戰爭。

智慧化戰爭究竟離我們有多遠?

智能化戰爭,是以人工智慧技術為主要支撐的戰爭。賦予武器平台以人的智慧並取代人在戰場上廝殺,是千百年來人們夢寐以求的願望。隨著AlphaGo和Atlas為代表的人工智慧系統帶給世人的強大沖擊,蜂群作戰、飛行航空母艦等作戰新概念、新平台的初露端倪,智慧化戰爭大門彷彿正在悄然打開。

歷史發展規律預示著智慧化戰爭必將走上戰爭舞台。科學技術的進步推動武器裝備的演進,引發軍隊編成、作戰方式和軍事理論的根本性變化,並最終強制推動戰爭形態的歷史性變革。智能化戰爭的到來也符合這個歷史發展的必然規律。回顧人類戰爭的演變歷程,每一次科學技術的重大進步,都推動著軍事上的重大變革。黑火藥的發明使人類戰爭進化到熱兵器時代,步兵方陣、騎兵方陣在火槍線式作戰方式下被消滅的蕩然無存;蒸汽機在軍事上的運用使人類戰爭進化到機械化時代,並進而催生了以裝甲艦、坦克、飛機引領的大規模機械化戰爭。智慧化技術的出現與應用,必將深刻改變人類認知、戰爭思維與作戰方式,再一次掀起軍事上的重大變革,智慧化戰爭必將走上戰爭舞台。

人工智慧技術的發展進程決定著智慧化戰爭邁進的腳步。人工智慧技術的不斷發展與廣泛應用,推動智慧化戰爭從混沌走向現實,開始萌芽、逐漸成長,一步一步向我們走來。真正進入到智慧化戰爭,人工智慧技術需要邁上四階。第一級台階是計算智能,即突破計算能力的限制、突破存儲空間的限制,實現近乎實時的計算能力和存儲能力,這種能力是大型計算機和龐大服務器遠遠不可比擬的。雲計算的廣泛應用已經將人類穩穩地送上了第一級台階。第二級台階是感知智能,即機器能夠聽得懂、看得懂、辨得真、識得清,能夠與人進行直接交流對話。以大數據為基礎的自然語言理解、圖像圖形認知、生物特徵識別技術,讓人類走上了第二級台階。第三級台階是認知智能,即機器能夠理解人類的思維,能夠像人類一樣進行思考與推理,像人類一樣進行判斷和決策。以深度學習演算法為驅動的知識挖掘、知識圖譜、人工神經網絡、決策樹技術,讓人類努力邁向第三級台階。第四級台階是人機融合式增強型智能,即將人類擅長的感知、推理、歸納、學習,與機器擅長的搜尋、計算、儲存、優化,進行優勢互補、雙向閉環互動。虛擬現實增強技術、類腦認知技術、類腦神經網絡技術,正在探索人類如何邁向第四級。當人類走上第二級台階,智慧化戰爭開始向我們走來;當我們踏上第四級台階時,智慧化戰爭的時代就將全面開啟。

自我學習成長加速著智慧化戰爭變革的突然降臨。 「學習」能力是人工智慧最核心的能力,一旦機器能夠自我學習,其學習速度是驚人的。機器一旦具備自我學習的能力,就會進入一個不斷反復的「提升智慧、加快進化」的快速成長軌道,邁向智慧化戰爭的所有技術困難將隨著「學習」的深入迎刃而解,智能化戰爭時代很可能會以人們意想不到的方式突然降臨!

智能化戰爭究竟會改變什麼?

智能化戰爭將突破傳統時空認知的極限。在智慧化戰爭中,人工智慧技術能夠全時、全局對作戰中全部力量的各種行動信息,進行實時收集、實時計算、實時推送,使人類能夠突破思維的邏輯極限、感官的生理極限和存在的物理極限,大大提高對時間空間的認知範疇,能夠實時精準地掌控所有力量的所有行動,能夠在多維空間、多維空間、多維領域的優勢

智慧化戰爭將重構人與武器裝備的關系。隨著智慧化技術的快速進步,智慧化程度的不斷提升,武器平台和作戰體係不僅能夠被動、機械地執行人的指令,而且能夠在深度理解和深度預測的基礎上,通過機器擅長的算、存、查進行超級放大,從而在一定意義上自主、能動地執行特定任務。可以說,武器平台和作戰體係也可以在某種程度上主動地發揮出人的意識,甚至是超出人類的認識範疇,根據特定程序自主地、甚至是創造性地完成作戰任務,傳統意義上人與武器裝備的區別變得模糊,甚至難以區分是人在發揮作用還是機器在發揮作用,人們驚呼“人與武器裝備將成為夥伴關系”。因此,在智慧化戰爭中,人雖然仍是戰鬥力中最主要的因素,但人與武器裝備結合方式的改變豐富了戰鬥力的內涵,人與武器裝備的傳統關係也將在此基礎上進行重構。

智慧化戰爭將催生新型作戰方式的湧現。科學技術劃時代的進步,必然使作戰方式發生革命性的變化;智慧化技術的重大進步,必然帶來作戰方式變革的活躍期。一方面,以計算、數據、演算法、生物為驅動力的深度認知、深度學習、深度神經等領域不斷湧現的新技術,以及與資訊、生物、醫學、工程、製造等領域成果的交叉融合,必然推動新型作戰方式井噴式的湧現。另一方面,智慧化武器平台與作戰體系的激烈對抗,必然成為創新作戰方式的目標與動力。戰爭中智慧化技術程度越高的部位,越成為對抗中的焦點,時空認知極限、海量資訊存儲計算能力、神經網絡組織生成能力等方面的優勢差,將會帶來新領域的「致盲」「致聾」「致癱」作戰方式。

智慧化戰爭將孵化全新的指揮控制方式。指揮控制的優勢是戰爭領域的關注焦點,智慧化戰爭呼喚全新的指揮控制方式。一是人機協同決策成為智慧化戰爭中主要的指揮決策方式。以往戰爭中的指揮決策,都是以指揮為主導,牽引技術手段的輔助決策。在智慧化戰爭中,智慧輔助決策系統將根據新的戰場態勢變化,主動督促或催促指揮員做出決策。這是因為面對海量的、瞬息萬變的戰場態勢資訊數據,人的大腦已經無法快速容納和高效處理、人的感官已經無法承受超常規的變化速度。在這種情況下,單純依靠指揮員形成的決策很可能是遲到的、無用的決策。只有在智慧化輔助決策系統推動下的人機協同決策,才能夠彌補時空差和機腦差,確保指揮決策優勢。二是腦神經控製成為智慧化戰爭中主要的指令控制方式。以往戰爭中,指揮員透過文件、電台、電話,以文書或語音的形式,逐級下達指令指揮控制部隊。在智慧化戰爭中,指揮員用智慧化類腦神經元,透過神經網絡作戰體系平台向部隊下達指令,減少了指令表現形式的轉換過程,縮短了指令跨媒體的轉換時間,節奏更快、效率更高。當作戰體系平台遭到攻擊部分破壞時,這種指揮控制方式能夠自主修復或自主重構神經網絡,迅速恢復主體功能甚至全部功能,抗打擊能力更強。

我們應該如何迎接智能化戰爭?

在智慧化作戰的研究與探索中,絕不能甘於落後追隨,必須瞄準打贏未來戰爭,要以更主動的姿態、先進的理念、積極的行動,迎接智慧化戰爭的挑戰。

以智慧化技術突破推動智慧化作戰體系效能躍升。智慧化技術的發展目前雖然在神經網絡演算法、智慧傳感與組網技術、數據挖掘技術、知識圖譜技術等方面有了較大進展,但總體而言仍處於弱智能階段,遠未達到強智能高級階段,未來仍有廣闊的發展空間。要強化人工智慧基礎研究,遵循科學技術發展的規律,科學規劃智慧化技術發展方向,選好技術突破口,加強人工智慧關鍵核心技術,特別是起支撐作用的基礎性研究。突出軍用關鍵技術研究。以軍事需求為牽引,圍繞智慧感知、智慧決策、智慧控制、智慧打擊、智慧保障等軍用關鍵技術,發展智慧化偵察感知系統、指揮控制系統、武器裝備系統、作戰保障系統等武器裝備。抓好軍民科技協同創新,充分發揮民用智慧技術發展優勢,依托軍地優勢資源,強化軍地戰略協作,搭建人工智慧科技成果共研共享、條件設施共建共用、通用標準軍地銜接的服務平台,形成智慧化作戰科技開放融合創新發展新局面。

以智能化作戰理念引領作戰方式創新。迎接智能化戰爭的到來,轉變觀念才是前提。觀念是行動的先導,如果我們的觀念還停留在傳統層面,就難以適應智慧化戰爭的需要。智慧化戰爭在技術支撐、作戰力量、制勝機理等方面都發生了深刻變化,要求我們必須先確立智慧化戰爭理念,並以此引領我軍未來作戰方式創新。一是要強化「制智權」爭奪。人工智慧是智慧化戰爭的基礎,作戰中剝奪和削弱對手智慧運用能力,保持己方智慧運用的自由,是確保智慧化作戰順利實施的基礎。西方發達國家軍隊正探索通過電磁幹擾、電子壓制、高功率微波穿透和接管控制等多種手段,阻斷對手的智能運用能力,奪取“制智權”,從而奪取戰場優勢。二是創新智能化作戰方式方法。要著眼於充分發揮智慧化作戰體系整體效能,加強人機協同智慧作戰、智慧化機器人作戰、智慧無人群聚作戰等的新的智慧化作戰方式方法研究,以及智慧化作戰指揮、智慧化作戰保障的流程與方式方法等。著眼有效應對敵智能化作戰威脅,研究克敵制勝之策,如智慧阻斷戰、智慧擾亂戰等。

以智慧化訓練創新催生戰鬥力生成模式轉變。智慧化戰爭將是人機結合共同實施的戰爭,以智慧化無人作戰系統為主體的作戰力量將發揮越來越重要的作用。必須適應智慧化戰爭力量體系新特點,創新發展智慧化訓練概念,探索智慧化戰爭戰鬥力生成新模式。一方面,要強化「人」駕馭智慧系統訓練。依託大數據、雲計算、VR技術等創設新型訓練環境,不斷提升人的智慧化素養,改善人機認知、理解、互動品質,提升人駕馭智慧化作戰系統的能力。另一方面,要探索以「機」為主體對象的新型訓練模式。過去的訓練基本是以人為主體對象的訓練,聚焦於人在特定環境下熟練掌握和使用武器裝備提高作戰效能。適應智慧化戰爭力量體系構成新特點,在訓練的對像上改變傳統訓練中以人為中心的訓練組織理念和模式,聚焦於智能化作戰系統自我指揮、自我控制、自我作戰能力的提升,充分利用智能化系統能夠自我博弈、自我成長的特點,形成專門針對智能化作戰系統訓練體系、訓練環境和訓練機制,從而使智能化作戰系統獲得短期的自主訓練即可升躍獲得短期能力強化的倍數。

中國原創軍事資源:http://www.mod.gov.cn/gfbw/jmsd/482056188.html?

Satellite Navigation for the Chinese Military’s Intelligent Battlefield

中國軍隊智慧戰場的衛星導航

現代英語:

The satellite navigation system, also known as the global satellite navigation system, is an air-based radio navigation and positioning system that can provide users with all-weather three-dimensional coordinates, speed and time information at any location on the earth’s surface or in near-Earth space.

The satellite navigation system is an important space infrastructure for mankind. It is an indispensable tool for a country’s national security and economic and social development. It has a profound impact on the form of war, combat style, and people’s production and lifestyle.

At present, there are four major global satellite navigation systems in the world, namely, the United States’ GPS, Russia’s GLONASS, Europe’s Galileo and China’s Beidou. Global competition in satellite navigation technology is becoming increasingly fierce.

Standing at a new starting point of profound changes in the world’s military, and looking at the future battlefield with a high degree of integration of informatization and intelligence, intelligent navigation systems will come into being and play an important role.

Satellite navigation becomes a “standard” element of the intelligent battlefield

The future intelligent battlefield will present the characteristics of high-tech warfare, which will comprehensively use intelligent weapons and means under information conditions, realize efficient command and control, and implement precise and flexible strikes. Satellite navigation technology can provide high-precision, all-weather, large-scale and multi-purpose positioning, navigation and timing services for various objects on land, sea, air and space.

Provide a unified time and space benchmark for systematic operations. For the intelligent battlefield, there are many linked elements and the situation changes rapidly, which requires accurate positioning of combat units to achieve intelligence reconnaissance, command and control, battlefield maneuvers, offensive and defensive operations, and support and guarantee under a unified time and space benchmark, ensuring that all elements of the entire battlefield form a coordinated organic whole.

The basic function of satellite navigation is to provide accurate time and space references for various combat elements. Without an accurate and unified time and space reference, the precise command of joint operations may be out of balance, combat operations may be out of control, and intelligence fusion and target identification cannot be achieved. If the time error is one hundredth of a second, a target locked by more than a dozen radars will become more than a dozen targets, and accurate defense and counterattack will not be possible.

Under a unified standard time and geographic coordinate system, satellite navigation provides precision guidance for various weapon platforms, fine frequency calibration for electronic warfare weapons, and all-weather positioning and navigation for individual combatants, significantly improving the coordination and strike effectiveness of joint firepower strikes.

Provide synchronous situation cognition for combat command and control. Accurately grasping the battlefield situation is the premise and basis for commanders to flexibly and accurately implement command and control. The satellite navigation system provides strong support for battlefield situation awareness.

Since the 1990s, the U.S. military has developed a “Blue Force Tracking” system based on GPS and satellite communications to build a precise command and control system. The “Blue Force Tracking” system has effectively supported the U.S. military in forming a networked information advantage on the ground battlefield and effectively solved the problem of “where are we, our friends, and our enemies?”

Relying on the two major services of navigation positioning and position reporting of the global satellite network, the military has realized battlefield situation monitoring and sharing, which has become an important means for the military to “know itself”. At the same time, it has optimized the combat operation process, realized the issuance of combat orders at the minute level, and accelerated the development of the military’s command and control mode towards “integration” and “flattening”.

Providing a tool to enhance the precision strike of weapons and ammunition. In the intelligent battlefield, precision-guided weapons have become the “trump card” that determines victory or defeat. Using the satellite navigation system, the flight process of the missile can be corrected throughout to ensure the accuracy of the hit. It can be said that the satellite navigation system is a tool to enhance the precision strike of weapon platforms.

In recent local wars, the proportion of GPS precision-guided weapons of the US military has continued to rise: 7.6% in the Gulf War in 1991, 35% in the Kosovo War in 1999, 60% in the Afghanistan War in 2001, 68.3% in the Iraq War in 2003, and 100% in the Syrian War in 2018.

Intelligent battlefield requires satellite navigation to have new “responsibilities”

As the core and cornerstone of the precise and unified space-time system, the modern satellite navigation system must take on new responsibilities in response to the development needs of future intelligent battlefields.

In the era of intelligence, new combat elements represented by “AI, cloud, network, group, and terminal” will reconstruct the battlefield ecology and completely change the winning mechanism of war. Satellite navigation services need to adapt to the characteristics of the intelligent battlefield with wider dimensions, higher precision, and stronger system.

Navigation positioning and timing have a wider range and higher accuracy. The current satellite navigation system has achieved coverage of the earth’s surface. However, on the intelligent battlefield, it needs to extend to deep space and under the sea. The combat time domain and air domain are wider, requiring the construction of a comprehensive service system covering land, sea, air and space, with unified standards, high efficiency and intelligence, to form time and space information coverage at all times and everywhere, and to achieve more powerful, safer and more reliable time and space service capabilities.

For example, in the intelligent battlefield, unmanned combat has become the basic form. Autonomous driving of unmanned vehicles, precision approach of drones, and measurement of intelligent missile positions all urgently need to be improved by an order of magnitude on the basis of existing navigation accuracy to ensure higher navigation integrity, faster first positioning time, and stronger cross-domain capabilities of land, sea, air, and space.

The military navigation confrontation system is more complete and more powerful. The means of navigation confrontation in the information age is a simple confrontation form based on signal energy enhancement and interference attack. Navigation in the intelligent era is intertwined with detection, perception, communication, command, and decision-making. It requires a navigation capability level with higher power and faster effectiveness in any region of the world, the ability to intelligently adjust navigation signals, and the development of multiple navigation means such as quantum navigation, pulsar navigation, and deep-sea navigation. It is necessary to integrate navigation methods with different principles, methods, and carriers to achieve navigation confrontation capabilities at the system level and system level.

The bandwidth of navigation information interaction is larger and the access is wider. In the intelligent era, the role of cyberspace in the combat system is gradually increasing, and it is integrated with the navigation space-time system. The navigation information and cyberspace system that provide space-time position will connect the scattered combat forces and combat elements into a whole, forming a networked and systematic combat capability. This requires support for ubiquitous perception, left-right collaboration, and reliable and reconfigurable navigation capabilities, support for highly reliable, highly anti-interference, and readily accessible signaling channels, and timely acquisition of required navigation auxiliary information such as geography, maps, and images. On this basis, the real integration of communication and navigation is realized, achieving the effect of “one domain combat, multi-domain support”.

Adapting to the needs of military intelligence development and promoting the construction of intelligent navigation system

Judging from the development trend of the world’s military powers, facing the future intelligent battlefield, intelligent navigation systems are gradually building a space-time reference network and navigation information service network that integrates the earth and the sky, with space-based, systematized, on-demand and cloud-based as the main characteristics, forming a comprehensive navigation, positioning and timing system with unified reference, seamless coverage, security and reliability, high efficiency and convenience, and strong practicality.

The core of the transformation from a basic navigation system to an intelligent navigation system is to upgrade from “positioning navigation service” to “intelligent navigation service”, and the focus is on achieving the following four aspects of transformation:

The space-time benchmark is shifting from relying on ground systems to autonomous space-time benchmark maintenance. The space-time benchmark maintenance equipment of the ground system will gradually be transferred to the satellite, and the satellite will be equipped with higher-precision optical clocks and astronomical measurement equipment to form a more stable and reliable space-based space benchmark through high-precision anchoring and laser intersatellite measurement. The use of intelligent navigation systems can make ordinary navigation positioning accuracy reach sub-meter level, the timing accuracy will be increased by about 5 times, and the precision positioning service can achieve fast convergence of centimeter-level accuracy. Intelligent navigation can fully support the cross-domain integration of combat platforms, the doubling of the effectiveness of distributed lethal weapons, and the precise navigation of the entire process of air-space integrated drones from cruising to precision approach.

The satellite power confrontation mode is transformed into a navigation system confrontation. In terms of navigation confrontation services, the traditional satellite power confrontation mode will no longer meet the needs of the intelligent battlefield. Navigation system confrontation is the only way for the development of intelligent equipment in order to enhance the ability of troops to quickly adapt to the battlefield environment. Specifically, it includes precise release of navigation performance, heterogeneous backup of constellations, and global hotspot mobility. The main features are intelligent navigation signals and flexible theater reinforcements. Based on controllable point beam energy enhancement technology, energy delivery in hotspot areas, enhanced area expansion, deception or blocking interference, and digital transmission service guarantee are realized. In a high-interference and blocking environment, ensure service continuity and accuracy, and gradually release strength as the war progresses.

The simple integration of communication and navigation will be transformed into integrated on-demand services. It will provide deeper and broader navigation information services, deeply integrate into the military information network, and provide high, medium and low-speed classified and hierarchical navigation information services to users on land, sea, air and space. Reuse the favorable conditions of global multiple continuous coverage of navigation satellites to meet users’ communication and navigation needs in a global range and in any posture, and realize high reliability and strong interference-resistant search and rescue, position reporting, and signaling transmission. The navigation satellite space-based network interacts with the ground network information to build inter-satellite and satellite-to-ground high-speed backbone networks. Through miniaturized laser terminals and enhanced space routers, a stable and reliable space network is formed, equipped with a complete and standardized protocol system to support the autonomous and intelligent operation of hybrid constellation networks.

The computing resources of payload modules are separated and transformed into cloud computing resources of constellation. It will provide more intelligent space-based cloud computing services and reliable space-based intelligent support for intelligent weapon platforms. The main features are virtualization of onboard hardware resources and balancing of task loads. Through the configuration of public onboard computing modules, large-capacity storage units, and high-speed bus networks on navigation satellites, a ubiquitous space network shared resource pool is formed. The powerful data processing capability can support the autonomous establishment and maintenance of space-based space-time benchmarks, intelligent maintenance of navigation signal quality, and autonomous management of space networks. At the same time, it can provide computing, push, and storage services for complex information such as spatial position for various high-end users in the sky, air, land, and sea.

(The author is an academician of the Chinese Academy of Engineering)

Above: Schematic diagram of satellite navigation system supporting operations.

現代國語:谭述森

中國軍網 國防部網

2021年11月12日 星期五

衛星導航系統,即全球衛星導航系統,是能在地球表面或近地空間任何地點,為使用者提供全天候三維座標和速度以及時間資訊的空基無線電導航定位系統。

衛星導航系統是人類重要的太空基礎設施,堪稱一個國家安全和經濟社會發展不可或缺的重器,對戰爭形態、作戰樣式和人們生產生活方式有深遠影響。

目前,全球有四大全球衛星導航系統,分別是美國的GPS、俄羅斯的格洛納斯、歐洲的伽利略和中國的北斗,衛星導航技術全球競爭日益激烈。

站在世界軍事深刻變革的新起點,瞭望資訊化智能化高度融合的未來戰場,智慧導航體系將應運而生,並發揮重要作用。

衛星導航成為智慧化戰場的「標配」要素

未來智慧化戰場,將呈現資訊化條件下綜合運用智慧化武器和手段、實現高效指揮控制及實施精確靈巧打擊的高技術作戰特性。衛星導航技術,能高精度、全天候、大範圍、多用途地為陸、海、空、天各種物件提供定位、導航、授時服務。

為體系化作戰提供統一時空基準。對於智慧化戰場來說,連結要素多、情況瞬息萬變,要求對作戰單元進行準確定位,實現統一時空基準下的情報偵察、指揮控制、戰場機動、攻防行動、支援保障,確保整個戰場各類要素形成統籌協調的有機整體。

衛星導航的基本功能是,為各個作戰要素提供精確的時空基準。如果沒有精確統一的時空基準,聯合作戰精準指揮可能失調,作戰行動就可能失控,情報融合、目標辨識就無法實現。時間誤差百分之一秒,十幾部雷達鎖定的一個目標就會變成十幾個目標,精準防禦反擊將無法實現。

在統一標準時間與地理座標系下,衛星導航提供各類武器平台精確導引,給予電子戰武器精細校頻,給予作戰單兵全天候定位導航,顯著提升聯合火力打擊的協同程度、打擊效能。

為作戰指揮控制提供態勢同步認知。準確掌握戰場態勢,是指揮官靈活準確實施指揮控制的前提與基礎。衛星導航系統為戰場態勢感知提供了強大支撐。

美軍從1990年代開始,研發以GPS和衛星通訊為基礎的「藍軍追蹤」系統,用來建構精確化指揮控制系統。 「藍軍追蹤」系統有力支撐著美軍形成地面戰場網路化資訊優勢,有效解決了「我、友、敵在哪裡」的難題。

軍隊依托全球衛星網路的導航定位和位置報告兩大服務,實現了戰場態勢監視共享,成為軍隊「知己」的重要手段。同時,優化了作戰行動流程,實現了作戰指令分秒下達,加速了軍隊指揮控制方式向「一體化」「扁平化」方向發展。

為武器彈藥精確打擊提供增效利器。在智慧化戰場上,精確導引武器已成為關乎勝負的「撒手鐧」。使用衛星導航系統,能對飛彈的飛行過程進行全程修正,確保命中精度。可以說,衛星導航系統是武器平台精準打擊的增效利器。

在近幾場局部戰爭中,美軍GPS精確導引武器比例不斷攀升:1991年海灣戰爭為7.6%,1999年科索沃戰爭為35%,2001年阿富汗戰爭為60%,2003年伊拉克戰爭為68.3%,2018年敘利亞戰爭達100%。

智慧化戰場需要衛星導航有新的“擔當”

現代衛星導航系統作為精確統一時空體系的核心與基石,面向未來智慧化戰場的發展需求,要有新的「擔當」。

智能化時代,以「AI、雲、網、群、端」為代表的全新作戰要素,將重建戰場生態,完全改變戰爭的勝利機制。衛星導航服務,需要適應智慧化戰場維度更廣、精準度更高、系統更強的特性。

導航定位授時範圍更廣精度更高。目前的衛星導航系統,實現了地球表面覆蓋。但在智慧化戰場上,需要向深空、海下延伸。作戰時域空域更廣,要求建構覆蓋陸海空天、基準統一、高效智慧的綜合服務體系,形成無時不有、無所不在的時空資訊覆蓋,實現更強大、更安全、更可靠的時空服務能力。

如智慧化戰場上,無人化作戰成為基本形態。無人車自動駕駛、無人機精密進場、智慧飛彈陣地測量等,都迫切需要在現有導航精度基礎上再提升一個量級,確保導航完好性更高、首次定位時間更快、陸海空天跨域能力更強。

軍事導航對抗體系更全更給力。資訊時代的導航對抗手段,是以訊號能量增強與幹擾攻擊為主的簡單對抗形態。智慧時代的導航與探測、感知、通訊、指揮、決策相互交織影響,需要全球任意區域、功率更高、生效更快的導航能力水平,需要導航訊號智慧調整能力,需要發展量子導航、脈衝星導航、深海導航等多元導航手段,把不同原理、不同方式、不同載體的導航方法融合在一起,實現體系級、系統級的導航對抗能力。

導航資訊互動頻寬更大存取更廣。智慧時代的網路空間,在作戰體系中地位作用逐步上升,並與導航時空體系合為一體。提供時空位置的導航資訊與網路空間系統,將把分散的作戰力量、作戰要素連結為一個整體,形成網路化體系化作戰能力。這就需要支援泛在感知、左右協作、可信賴的導航能力,支援高可靠、強抗干擾、隨遇接取的訊號通道,及時取得所需的地理、地圖和影像等導航輔助資訊。在此基礎上,實現真正意義上的通訊導航一體化,達到「一域作戰、多域支援」效果。

適應軍事智慧化發展需要推動智慧導航體系建設

從世界軍事強國發展趨勢來看,面向未來智慧化戰場,智慧導航系統在逐步建構天地一體化的時空基準網和導航資訊服務網,以天基化、體系化、按需化、雲端化為主要特徵,形成基準統一、覆蓋無縫、安全可信、高效便捷、實戰性強的綜合導航定位授時體系。

從基本導航系統轉變為智慧導航系統,其核心是從“定位導航服務”升級為“智慧導航服務”,並專注於以下4個面向轉變:

時空基準依賴地面系統維持轉變為時空基準天基自主維持。地面系統時空基準維持設備將逐步向星上轉移,衛星將配置更高精度的光鐘、天文測量設備,透過高精度錨固和雷射星間測量,形成更穩定可靠的天基空間基準。智慧導航系統的使用,可使一般導航定位精度達到亞米級,授時精度將提升5倍左右,精密定位服務達到快速收斂的公分精度。智慧導航可完整支撐作戰平台跨域融合、分散式殺傷武器效能倍增、空天一體無人機從巡航到精密進場的全過程精準導航。

衛星功率對抗模式向導航體系化對抗轉變。在導航對抗服務方面,傳統的衛星功率對抗模式將不再滿足智慧化戰場需求,導航體系化對抗是智慧裝備發展的必經之路,以便提升部隊快速適應戰場環境能力。具體包括導航性能精準釋放、星座異構備份、全球熱點機動,主要特徵是導航訊號智能化、戰區增援靈活化。基於可控制點波束能量增強技術,實現熱點區域能量傳遞、增強區域擴展、欺騙或阻塞幹擾、數傳服務保障。在高幹擾阻塞環境下,確保服務連續性和精確度,並隨著戰事進程逐步釋放實力。

通訊導航簡單整合向通導一體按需服務轉變。將提供更深更廣的導航資訊服務,深度融入軍事資訊網絡,向陸、海、空、天用戶的高、中、低速分類分層次導航資訊服務。重複利用導航衛星全球多重連續覆蓋的有利條件,滿足用戶在全球範圍、任意姿態的通導需求,實現高可靠性、抗強幹擾的搜救、位置報告、信令傳輸。導航衛星天基網路與地面網路資訊交互,建構星間、星地高速骨幹網路。透過小型化雷射終端和增強型空間路由器,形成穩定可靠的空間網絡,裝載完備、標準統一的協議體系,支援混合星座網絡自主智慧運作。

載重模組運算資源分離向星座運算資源雲端化轉變。將提供更智慧的天基雲端運算服務,為智慧武器平台提供可信賴的天基智慧支撐。主要特徵是,星載硬體資源虛擬化、任務負載平衡化。透過導航衛星配置公用的星載運算模組、大容量儲存單元、高速匯流排網絡,形成泛在的空間網路共享資源池。強大的資料處理能力,在支撐天基時空基準自主建立與維持、導航訊號品質智慧維持、空間網路自主管理等任務功能的同時,可為天、空、地、海各類高階用戶,提供空間位置等複雜資訊的運算、推播與儲存服務。

(作者係中國工程院院士)

上圖:衛星導航系統支援作戰示意圖。

中國原創軍事資源:http://www.81.cn/jfjbmap/content/2021-11/12/content_30291788.htm

China’s Military Ponders Integration Concept That Will be Adopted During Information Warfare

中國軍方思考資訊戰中將採用的一體化概念

現代英語:

The basic form of information warfare is system confrontation. Different from any form of warfare in history, information warfare is not a discrete confrontation or local decentralized warfare with the simple superposition of various combat units and elements, but a holistic confrontation between systems. The system integration capability of war determines the effectiveness of combat and the achievement of war objectives; achieving effective integration of various systems is the fundamental way to win information warfare.

Multi-space fusion

The battlefield space is the stage for the war hostile parties to compete. Due to the widespread use of high-tech weapons, the battlefield space of informationized warfare has been greatly expanded, forming a multi-dimensional battlefield space of land, sea, air, space, and information. Under the strong “bonding” of information technology, each battlefield space is integrated around a unified combat purpose. First, the three-dimensional, all-round reconnaissance and surveillance network covers the battlefield. Under the conditions of informatization, the military reconnaissance and surveillance capabilities have been unprecedentedly improved. The large-scale, three-dimensional, multi-means, and automated intelligence reconnaissance and surveillance network connects outer space, high altitude, medium altitude, low altitude, ground (sea), and underground (underwater) into one, thereby obtaining battlefield intelligence information in multiple fields. Second, long-range, high-precision informationized weapons are densely distributed and threaten the battlefield. The extraordinary combat capability of the informationized weapon system to cover and strike targets in the entire battlefield space has realized that discovery means destruction, and promoted the high integration of various battlefield spaces. In addition, the development of space and air power has made strikes more precise, means more flexible, and combat efficiency higher, and the battlefield space has become an integrated battlefield of sea, land, air, and space. This integrated battlefield structure has a high degree of integration of multiple spaces, and multiple spaces and multiple fields restrict each other. Third, the battlefield is restricted by electromagnetic and information competition in all time and space and throughout the entire process. The development of military information technology not only realizes the integration of tangible battlefields on land, sea, air and space through reconnaissance and strikes, but also opens up the competition for invisible battlefields in the electromagnetic and information fields. Electromagnetic and information are the soul of informationized warfare and the link between the battlefields on land, sea, air and space. They exist in the entire time and space of combat, act on all elements of war, run through the entire process of combat, and deeply affect the tangible battlefields on land, sea, air and space.

It can be seen that the informationized battlefield is precisely through the increasingly mature information technology, centering on the purpose of war and combat needs, closely integrating the multi-dimensional space of land, sea, air, space, information, etc., forming an inseparable and interdependent organic unity. Leaving any dimension of the battlefield space, or losing control of any dimension, will directly affect the overall combat effectiveness, thus leading to the failure of the war.

Fusion of multiple forces

War power is the protagonist of the battle between the two opposing sides of a war. The “integrated joint combat force” of system integration is a prominent feature of information warfare. Various participating forces in information warfare are highly integrated. Regardless of their affiliation and combat mission, they will be equal users and resources of the entire combat system and integrated into a unified large system. First, the participating forces are united. Information warfare is a joint operation in which the army, navy, air force, aerospace, special operations, information operations and other forces participate. Each participating force has advantages that other participating forces do not have or cannot replace. They communicate and connect through information technology to achieve “seamless connection” and form a force system that can play to its strengths and avoid its weaknesses and complement each other’s advantages, becoming an organic whole that combines “soft” strike and “hard” destruction capabilities, combat and support capabilities, mobility and assault capabilities, and attack and defense capabilities. Second, the participants are diversified. With the development of information networks, wars in the information age no longer have a distinction between the front and the rear, and the networking of combat systems can also make home a “battlefield”. In the industrial age, wars were “over, go home”; in the information age, wars can also be “go home and fight”. Participants in war are not limited to the military forces of countries and political groups. Non-governmental and group-based people can join the “battlefield” as long as they have high-tech knowledge and are proficient in computer applications. Third, the support force is socialized. With the development of science and technology, the mutual tolerance, intercommunication and compatibility of military and civilian technologies have been greatly enhanced. A large number of combat facilities and platforms will rely more on local basic resources. Not only does the material support in combat need to be socialized, but also the technical support and information support need to be socialized.

It can be seen that the victory or defeat of the informationized battlefield depends on the overall strength of the warring parties. Various combat forces are both interrelated and mutually influential, but any single force is difficult to determine the outcome of the war. Only when multiple forces work closely together and learn from each other’s strengths and weaknesses can the overall combat system benefits be brought into play and victory be ultimately achieved.

Multi-level integration

The war level is the pattern of the war between the two hostile parties. In information warfare, the distinction between strategy, campaign and battle is no longer as clear as in traditional warfare. Instead, there is a mutual integration of you and me, and the distinction between levels has become relatively vague. First, the war path is simplified. With the centralized use of a large number of informationized weapons and equipment and their information systems, the precision strike capability of the troops has been unprecedentedly improved. A small-scale combat operation and a high-efficiency information offensive operation can effectively achieve certain strategic goals. A battle, a campaign or a carefully planned information operation may be a war. The path to achieve the purpose of war is becoming simpler and the convergence of war, campaign and even battle in purpose and time and space is prominent. Second, command and control is real-time. The widespread use of automated command and control systems on the battlefield has greatly enhanced the command and control function. Campaign commanders and even the highest political and military leadership of the country can plan and command and control all participating forces and specific combat operations in a unified manner, and directly intervene in campaigns, battles and even the actions of individual soldiers or combat platforms in near real time. Combat and campaign operations are similar to strategic engagements. Third, the combat process is fast-tracked. Quick victory and quick decision are important features of information warfare. The combat time is showing a trend of shortening. There is no concept of time for all combat operations. More often, the participating forces at all levels are carried out simultaneously in different fields. The beginning and the end are closely linked. The combat operations in various battlefield spaces penetrate each other, are closely linked, and gradually merge into an integrated and coordinated system, which is difficult to distinguish at the level.

It can be seen that information warfare has a strong overall nature. Campaigns, as a bridge for achieving strategic and even war objectives, are gradually integrated into battles. Combat, as the most basic combat activity in war, is also gradually sublimated into strategies and campaigns. All levels are intertwined and serve to achieve the purpose of war. Only by comprehensively exerting the combat capabilities of all levels and achieving overall effects can we seize the initiative in the war.

Fusion of various styles

The combat style is the carrier for the war hostile parties to compete. Informationized warfare is a process of confrontation between multiple forces and multiple fields, and is manifested in multiple combat actions and confrontation styles. Various combat actions are inseparable from the overall combat situation, and various actions are closely linked, mutually conditional, coordinated, and integrated to form an overall combat power. The first is the unity of combat actions. The victory or defeat of informationized warfare is the result of the system confrontation between the two warring parties. Isolated and single combat actions are often difficult to work. This requires multiple military services to adopt a variety of combat styles in different combat spaces and combat fields, while the combat style dominated by a single military service can only “live” in the overall joint action as a sub-combat action, and all combat actions are unified in the system confrontation. The second is the integration of combat actions. Informationized warfare is a form of war that pursues high efficiency. Objectively, it requires that multiple combat styles and actions must be highly “integrated” from the perspective of system effectiveness. Comprehensively use a variety of combat styles and tactics, combine tangible combat actions with intangible combat actions, combine non-linear combat with non-contact combat and asymmetric combat, combine psychological warfare with public opinion warfare and legal warfare, combine regular combat with irregular combat, and combine soft strikes with hard destruction to form an overall advantage. The third is the mutation of combat actions. In information warfare, while integrating various combat resources and exerting overall power, both hostile parties strive to find the “center of gravity” and “joint points” of the other side. Once the enemy’s weak points are found, all combat forces and actions are linked as a whole and autonomously coordinated, and various styles and means of destruction are adopted to cause a sudden change in the enemy’s combat capability and a comprehensive “collapse” of the combat system, so as to achieve combat initiative and advantage.

It can be seen that information warfare is a practical activity in which various forces use a variety of combat styles and means to compete in multiple battlefield spaces and combat fields. Only when multiple combat styles and means cooperate, support and complement each other can a multiplier effect be produced, thereby exerting the maximum combat effectiveness of the entire system.

Multi-method integration

The means of war are methods used to achieve the purpose of war. In addition to powerful military means, information warfare must also use all available ways and means to cooperate with each other, organically integrate, and form a whole to achieve a favorable situation. First, the use of war means is comprehensive. All wars have a distinct political nature and serve certain political purposes. With the influence of factors such as the globalization of the world economy and the multipolarization of international politics, information warfare is more based on military means, and military means are used in combination with various means such as economy, diplomacy, culture, and technology. Second, the use of war means is gradient. With the development of the times, war as a means of maintaining and seeking power and interests has been increasingly restricted by international law and international public opinion. In addition, resorting to war requires a high price. Therefore, in the information age, the use of war means presents a gradual development gradient, usually starting from retaliation, display of force, and violent retaliation (strike) in the sense of international law, and finally developing into local or even large-scale wars. Third, the use of war means is systematic. Information warfare is a contest of the comprehensive national strength of the hostile parties. The victory of the war depends on the comprehensive and systematic use of various war means. In specific combat operations, various means of warfare have different functions and natures, occupying different positions and playing different roles in the war. Only by closely combining various effective means of warfare into an organic whole can we form a combat system that fully utilizes our strengths and avoids our weaknesses, and maximize the overall combat effectiveness.

It can be seen that information warfare is subject to more restrictive factors, simpler war objectives, and newer combat styles. In the process of decision-making and action, only by coordinating and integrating with struggle actions in other fields such as politics, economy, culture, and diplomacy can the overall goal of the war be achieved efficiently.

現代國語:

中國軍網 國防部網

2019年12月10日 星期二

張自廉 馬代武

資訊化戰爭的基本形式是體系對抗。與歷史上任何一種戰爭形態都不同,資訊化戰爭不是各作戰單元、要素簡單疊加的離散式對抗或局部分散式作戰,而是體系對體系的整體對抗。戰爭的體系融合能力,決定作戰效能的發揮和戰爭目的達成;實現各系統的有效融合,是打贏資訊化戰爭的根本途徑。

多空間融合

戰場空間是戰爭敵對雙方較量的舞台。由於高技術兵器的廣泛運用,資訊化戰爭戰場空間大為拓展,形成了陸、海、空、天、資訊等多維戰場空間。各戰場空間在資訊科技的強力「黏合」下,圍繞著統一的作戰目的融為一體。一是立體化、全方位的偵察與監視網覆蓋透視戰場。在資訊化條件下,軍事偵察與監視能力空前提高,大範圍、立體化、多手段、自動化的情報偵察與監視網,將外層空間、高空、中空、低空、地面(海上)、地下(水下)連為一體,進而獲取多領域的戰場情報資訊。二是遠射程、高精準度的資訊化武器密布威脅戰場。資訊化武器系統所具有的覆蓋和打擊戰場全空間目標的超常作戰能力,實現了發現即意味著摧毀,促進了各戰場空間的高度融合。加之太空和空中力量的發展,使打擊更精確,手段更靈活,作戰效益更高,戰場空間成為海陸空天一體化戰場。這種一體化的戰場結構,多空間高度融合,多空間、多領域相互制約。第三是全時空、全過程的電磁和資訊爭奪滲透制約戰場。軍事資訊科技的發展,不僅透過偵察、打擊等手段實現有形的陸海空天戰場一體化,也開闢了電磁和資訊領域無形戰場的爭奪。電磁和訊息是資訊化戰爭之魂,是連結陸海空天戰場的紐帶,存在於作戰的全時空,作用於戰爭的全要素,貫穿作戰的整個過程,深度影響著陸海空天各維有形的戰場。

可見,資訊化戰場正是透過日益成熟的資訊技術,圍繞著戰爭目的和作戰需要,把陸、海、空、天、資訊等多維空間緊密地融合在一起,形成不可分割、唇齒相依的有機統一體。離開了哪一維戰場空間,或是失去哪一維的控制權,都會直接影響全域作戰效能,進而導致戰爭失敗。

多力量融合

戰爭力量是戰爭敵對雙方較量的主角。體系融合的「一體化聯合作戰力量」是資訊化戰爭的突出特徵。資訊化戰爭各種參戰力量高度一體化,無論其隸屬關係如何、作戰任務如何,都將作為整個作戰系統的平等用戶和資源,融合成為一個統一的大系統。一是參戰部隊聯合化。資訊化戰爭是陸、海、空軍以及航太、特種作戰、資訊作戰等部隊參與的聯合作戰。各參戰部隊都具有其他參戰部隊所不具備或無法替代的優勢,它們通過信息技術溝通和聯繫,實現“無縫鏈接”,形成可以揚長避短、優勢互補的力量體系,成為具備“軟”打擊與“硬”摧毀能力、作戰與保障能力、機動與突擊能力、攻擊與防護能力相結合的有機整體。二是參加人員多元化。隨著資訊網路的發展,資訊時代的戰爭,不再有前方後方之分,作戰系統的網路化使家中也可能成為「戰場」。工業時代的戰爭,「結束了,回家去」;資訊時代的戰爭,也可以「回家,打仗去」。戰爭的參與者不僅只局限於國家和政治集團的軍事力量,非政府和團體性質的民眾,只要具有高技術知識就能投身“戰場”,只要熟練計算機應用都可能成為參與戰鬥的一員。三是保障力量社會化。科學技術的發展,軍用、民用技術的互容、互通和相容性大大增強,大量作戰設施和平台將更加依靠地方基礎資源,不僅作戰中的物資保障需要社會化,而且技術保障與資訊支援也需要社會化。

可見,資訊化戰場的勝負取決於交戰雙方整體力量的強弱,多種作戰力量既相互關聯,又相互影響,但其中任何單一的力量都難以決定戰爭的勝負。只有多種力量密切配合、取長補短,才能發揮整體作戰的系統效益,最終贏得勝利。

多層級融合

戰爭層級是戰爭敵對雙方較量的格局。在資訊化戰爭中,戰略、戰役、戰鬥之間已不再像傳統戰爭那樣涇渭分明,更多的是,你中有我,我中有你,層級區分變得相對模糊。一是戰爭途徑簡約化。大量資訊化武器裝備及其資訊系統的集中運用,部隊的精確打擊能力空前提高,一次小規模的作戰行動和高效益的資訊進攻行動,就能有效達成一定的戰略目的。一場戰鬥、一場戰役或一次周密計畫的資訊行動可能就是一場戰爭。達成戰爭目的的途徑不斷走向簡約,戰爭與戰役甚至戰鬥在目的和時空上的趨同性突出。二是指揮控制即時化。自動化指揮控制系統在戰場上的廣泛運用,指揮控制功能大大增強,戰役指揮員甚至國家最高政治、軍事領導層能夠對所有參戰力量和具體的作戰行動進行統一籌劃和指揮控制,近乎實時地直接幹預戰役、戰鬥甚至單兵或作戰平台的行動,戰鬥和戰役行動趨同於戰略交戰。三是作戰進程速決化。速戰速決是信息化戰爭的一個重要特徵,作戰時間呈現出縮短的趨勢,所有作戰行動已無時間上的概念,更多的是各層次的參戰力量在不同領域同時進行,開始與結束緊密相連,各戰場空間的作戰行動互相滲透、緊密聯繫、逐漸融合成一個整體聯動的綜合體系,難以作層級上的區分。

可見,資訊化戰爭整體性強,戰役作為戰鬥達成戰略乃至戰爭目的的橋樑,逐漸融合在戰鬥中;戰鬥作為戰爭中最基本的作戰活動,也逐漸昇華到戰略、戰役裡面,各層次之間,相互交融,共同為達成戰爭目的服務。只有綜合發揮各層級的作戰能力,達到整體效應,才能奪取戰爭的主動權。

多樣式融合

作戰樣式是戰爭敵對雙方較量的承載。資訊化戰爭是多力量、多領域實施對抗的過程,並表現為多種作戰行動和對抗樣式。各種作戰行動對於作戰全局來說都是不可分割的,各種行動之間也是緊密聯繫,互為條件,相互協調,融為一體,從而形成整體作戰威力。一是作戰行動的統一性。資訊化戰爭的勝負是交戰雙方體系對抗的結果,孤立、單一的作戰行動往往是難以發揮的。這就要求多個軍兵種在不同的作戰空間、作戰領域綜合採取多種作戰樣式,而單一軍兵種為主的作戰樣式將只能作為子作戰行動「棲身」於整體的聯合行動之中,所有的作戰行動統一於體系對抗之中。二是作戰行動的整合性。資訊化戰爭是追求高效益的戰爭形態,客觀上要求必須從系統效能出發,將多種作戰樣式和行動高度「整合」。綜合運用多種作戰樣式和戰法,把有形的作戰行動與無形的作戰行動結合起來,把非線式作戰與非接觸作戰、非對稱作戰結合起來,把心理戰與輿論戰、法律戰結合起來,把正規作戰與非正規作戰結合起來,把軟打擊與硬摧毀結合起來,形成整體優勢。三是作戰行動的突變性。在資訊戰爭中,敵對雙方在整合己方各種作戰資源、發揮整體威力的同時,都著力尋找對方“體系重心”“關節點”,一旦發現敵薄弱部位,所有作戰力量和行動通過整體聯動和自主協同,採取多樣式、多手段的破擊行動,造成敵作戰能力的突變和主動作戰體系的全面作戰,以實現“崩塌與優勢”,以崩潰與作戰能力的全面作戰。

可見,資訊化戰爭是各種力量在多個戰場空間、作戰領域中綜合運用多種戰鬥樣式和作戰手段同場競技的實踐活動。只有多種戰鬥樣式、作戰手段相互配合、相互支援、互補,才能產生倍增效應,進而發揮整個系統的最大作戰效能。

多手融合

戰爭手段是為達成戰爭目的而運用的方法。資訊化戰爭除了強大的軍事手段外,還必須動用一切可以動用的方式和手段,相互配合,有機融合,形成整體,以取得有利的態勢。一是戰爭手段運用綜合化。凡戰爭都有鮮明的政治性,都是為一定的政治目的服務的。隨著世界經濟全球化、國際政治多極化等因素的影響,資訊化戰爭更多的是以軍事手段為主,軍事手段與經濟、外交、文化、科技等多種手段的綜合運用。二是戰爭手段運用梯度化。隨著時代的發展,戰爭作為維護、謀求權力與利益的手段受到了國際法和國際輿論越來越多的限制,加上諸戰爭需付出高昂代價,所以信息化時代在戰爭手段運用上,呈現出逐步發展的梯度性,通常先由國際法意義上的報復、顯示武力、暴力性報復(打擊),最後發展至局部戰爭。三是戰爭手段運用的系統化。資訊化戰爭是敵對雙方綜合國力的較量,戰爭的取勝,有賴於各種戰爭手段綜合、系統運用。在具體的作戰行動中,各種戰爭手段因其功能、性質的不同,在戰爭中居於不同的地位,扮演不同的角色。只有把各種有效的戰爭手段緊密地結合成一個有機連結的整體,才能形成充分揚己之長、避己之短的作戰體系,最大限度地發揮整體作戰效能。

可見,資訊化戰爭受制因素增多、戰爭目的簡約、作戰樣式翻新,在決策與行動過程中,只有與政治、經濟、文化、外交等其他領域鬥爭行動互相配合,融為一體,才能高效地達成戰爭總體目標。

中國原創軍事資源:http://www.81.cn/jfjbmap/content/2019-12/10/content_24955988.htm

Chinese Military Fifth Generation Command Information System and Its Intelligent Technology

中國軍隊第五代指揮資訊系統及其智慧化技術

現代英語:

Modern war presents the explosive growth of battlefield information and new combat style. With the continuous emergence of new technologies such as artificial intelligence and edge computing, a new generation of command information system is coming. Based on the international fourth generation command information system, this paper imagines the overall architecture of the fifth generation command information system, expounds the technical characteristics of its knowledge center, intelligent enabling, cloud edge integration, independent evolution and resilience adaptation, analyze its key technologies, continuously improves the battlefield information advantage, and transforms to the battlefield cognitive advantage, decision-making advantage and action advantage.

Abstract

Modern war presents the explosive growth of battlefield information and new combat style. With the continuous emergence of new technologies such as artificial intelligence and edge computing, a new generation of command information system is coming. Based on the international fourth generation command information system, this paper imagines the overall architecture of the fifth generation command information system, expounds the technical characteristics of its knowledge center, intelligent enabling, cloud edge integration, independent evolution and resilience adaptation, analyze its key technologies, continuously improves the battlefield information advantage, and transforms to the battlefield cognitive advantage, decision-making advantage and action advantage.

Key words

command information system artificial intelligence edge computing situation processing planning and decision action control

Cite this article

Download CitationsZHANG Zhi-hua , WANG Fan . The Fifth Generation Command Information System and Its Intelligent Technology. Command Control and Simulation . 2021, 43(5): 1-7 https://doi.org/10.3969/j.issn.1673-3819.2021.05.001

 Previous Article Next Article In his report to the 19th CPC National Congress, President Xi Jinping clearly pointed out that “we should accelerate the development of military intelligence and improve the joint combat capability and all-domain combat capability based on network information systems” 

1 ] . This statement indicates that future wars will be based on networked and intelligent system operations. The fifth-generation command information system will focus on intelligence, strengthen battlefield information advantages, and strive for battlefield cognitive advantages, decision-making advantages, and action advantages. According to relevant reports, the international command information system has gone through four stages of development 

2 ] and is evolving towards the fifth-generation command information system. The system architecture is developing towards intelligence, knowledge, cloud edge, and service. The fourth-generation system in the world mainly uses networking, service, and cloud to build an overall coordinated command information system 

2 ] , which meets the needs of coordinated operations to a certain extent and achieves information advantages. However, with the explosive growth of battlefield information, it is difficult to transform the system information advantage into the commander’s cognitive and decision-making advantages. With the emergence of new combat styles such as unmanned combat and cyber warfare, in order to adapt to the complexity and nonlinear characteristics of combat command, the command information system must break through cognitive technology and provide accurate battlefield situation cognition and planning and decision-making capabilities. The fifth-generation command information system is envisioned to be centered on artificial intelligence, edge computing, and cloud brain technology to enhance battlefield cognitive advantages, decision-making advantages, and action advantages, support combat command to move from the information domain to the cognitive domain, and realize capabilities such as information knowledge, intelligent decision-making, agile command and control, multi-domain collaboration, and edge services.

1 New Concept of Command and Control

1.1 Intelligent command and control

Intelligent command and control is to use artificial intelligence methods to achieve the transformation from “information-based, network-centric” to “intelligent, knowledge-centric”, and assist commanders in solving perception, understanding, and cognitive problems in the command field. The system architecture and technical architecture of the command information system will change. The system will apply corresponding intelligent technologies around functional domains such as situation, command, control, and support to improve the cognitive and decision-making efficiency of combat command. Foreign militaries pay great attention to the intelligent application of combat command. Since 2007, the US DARPA has published three white papers on national and military development strategies for artificial intelligence, and has launched plans such as “Deep Green” 

 – 5 ] , “The High-Tech Holy Grail of the Third Offset Strategy”, and “Commander’s Virtual Staff”. In the field of intelligence perception and tactical decision-making, it has launched artificial intelligence projects such as “Insight”, “Xdata”, “Deep Learning”, “Deep Text Search and Filtering”, “Distributed Battlefield Management”, “Human-Machine Collaboration”, “Mind’s Eye”, “Trace”, “Human-Machine Collaboration”, “X-Plan”, “Cognitive Electronic Warfare”, and “AlphaAI Air Combat”, realizing the ability to deeply understand battlefield intelligence, predict situation cognition, and automatically generate and deduce tactical plans. Since then, the U.S. military has also set up projects such as “Autonomous Negotiation Formation”, “Big Dog”, and “Hummingbird” to improve the manned and unmanned collaborative control capabilities. Overall, the U.S. military currently has the world’s leading level of intelligent combat command. In addition, Germany, France, Russia and other countries have also conducted extensive research in intelligent information perception and processing, intelligent autonomous unmanned combat platforms, etc., and have achieved fruitful research results 

 – 8 ] .

1.2 Tactical Edge Command and Control

With the development of military technology, traditional large-scale cluster combat methods are gradually transformed into small-scale asymmetric combat. Combat activities at the tactical edge will play an important role in war. The tactical edge is also known as the “first tactical mile” 

9 ] . It is far away from the command center and has limited communication, computing, and service resources. It is usually composed of combat platforms, tactical units, and special forces. In order to gain information and decision-making advantages, command units at all levels use ubiquitous networks, micro-clouds, and other technologies to achieve information and resource sharing. Mobile computing devices at the tactical edge use fog computing methods to integrate into larger combat units and form micro-clouds under self-organizing networks. The large amount of situation information obtained by the tactical edge is calculated, stored, and shared in the tactical micro-cloud, which simplifies the scale of interaction with the command center, improves the timeliness of information interaction, and solves the problem of insufficient service capabilities at the tactical frontier in the past.

1.3 Multi-Domain Battle Command and Control

In 2016, the U.S. Army proposed the concept of “multi-domain warfare” 

10 ] , taking “synchronous cross-domain firepower” and “all-domain mobility” as core elements, promoting the high integration of combat elements, enhancing all-domain strike capabilities, and attempting to eliminate the “anti-access/area denial” capabilities of China, Russia and other countries. It mainly has the following three characteristics 

10 ] . First, the combat domain is expanded in multiple dimensions, enabling the U.S. Army to deploy forces from the ground to multiple combat domains such as sea, air, electricity, and the Internet, and has the ability to integrate with other services. Second, the combat elements are highly integrated, and the various services and combat functional domains can share information, coordinate tactics, and synchronize actions, which promotes the transformation of joint services to the integration of combat capability elements. Third, the command chain is developing in a flat direction, and the command mechanism is efficient and flexible. It is necessary to have centralized planning and decentralized execution, and to share information and instructions with various command nodes and individual soldiers, extend the tactical command chain, and realize rapid, multi-line, and multi-domain combat command.

1.4 Mosaic Combat Command and Control

In 2017, DARPA proposed the concept of “mosaic warfare” 

11-12 ] , which takes into account both ” threat-based” and “capability-based” equipment construction methods, and flexibly combines sensors, command and control nodes, combat platforms, and cooperative manned and unmanned systems in multiple combat domains on demand to form a mission system. System integration uses a building block approach to dynamically link dispersed fine-grained systems together to form a combat system similar to a “mosaic block”. “Mosaic warfare” uses intelligent decision-making tools to provide distributed situational awareness and adaptive planning and control, assist in combat mission planning, and implement distributed combat management. “Mosaic warfare” requires the replacement of fixed combat force composition with adaptive system reorganization, and the combat command has a resilient and adaptable information system that can customize physically dispersed mixed combat units on demand and meet various dynamic and collaborative combat requirements 

12  – 14 ] .

2. Transformation of the Characteristics of the Fifth Generation Command Information System

1) The system shifts from network-centric to knowledge-centric. The network-centric approach brings battlefield information advantage, which is then transformed into cognitive advantage and decision-making advantage. The information sharing between systems shifts to knowledge-centric intelligence sharing, which promotes the transformation of the entire command system into decision-making and action advantage.2) The cloud architecture is transformed into cloud-edge-end integration. Expand the original cloud resource sharing capabilities 

2 ] and extend them to the platforms, teams, and individual soldiers at the tactical edge, realize the integrated hybrid service capabilities of the battlefield center cloud, mobile cloud, and edge micro-cloud in a mobile environment, and enhance the tactical frontier resource service capabilities.3) Transformation from scheduled integration to resilient adaptability. Currently, the system is deployed and operated according to preset rules. When the mission changes, it must be regulated according to the pre-planned plan. In the future, battlefield systems are vulnerable to attacks and paralysis, requiring the system to have the ability to self-reconstruct, resilient and adaptable when disturbances occur to ensure that the core mission is uninterrupted

 [ 13-14 ] .4) Transformation from computational intelligence to cognitive intelligence. Intelligence is manifested in computational intelligence, perceptual intelligence, and cognitive intelligence. Currently, computational intelligence provides a tactical deterministic solution method. In the future battlefield, intelligent technology must be used to improve the accuracy and real-time degree of cognition in terms of massive intelligence processing, situational awareness, and decision-making reasoning.5) Performance changes from fixed fixed to autonomous learning evolution. The system’s algorithm and performance are generally determined and fixed during the design period, and performance improvement is achieved through upgrading and transformation. Intelligent systems have the ability of self-learning and self-evolution, and can learn algorithms for situational awareness and intelligent decision-making online to improve system performance.6) Construction shifts from capability-based to knowledge-based. Command information systems are generally constructed based on capability elements, and system integration is integrated based on capability elements. Intelligent systems pay more attention to the intellectual construction of the system, focusing on the construction of system knowledge, rules, algorithms, and data.7) The interaction mode will shift to human-machine fusion intelligent interaction. Human-machine fusion intelligent perception, anthropomorphic interaction, intention-oriented intelligent human-machine interface interaction, wearable human-machine fusion computing, and fusion and linkage interaction will become the main interaction mode of future systems, and the human-machine control system will progress towards human-machine fusion.8) The separation of combat and training has shifted to the integration of combat, training, exercise and research. The fifth-generation command information system tightly couples combat command and tactical training, and has parallel simulation and reasoning capabilities. It can not only update intelligent algorithms, but also conduct combat and tactics confrontation research, obtain tactical data, and promote algorithm learning. Exercise training has developed from war game simulation to battlefield virtual game.

3 Overall Architecture Concept

The overall architecture of the future fifth-generation command information system should be a command information system that is knowledge-centric, human-machine integrated, intelligently empowered, cloud-edge integrated, autonomously evolving, and resilient and adaptable. The following article mainly describes the overall system from the perspectives of system architecture, service architecture, and technical architecture 

15 ] . The system architecture mainly refers to the composition of the system’s logical elements and their relationships, the service architecture describes the integration model of information and computing resources between systems, and the technical architecture describes the system’s technical reference model.

3.1 System Architecture Concept

The system is changing from “information-based, network-centric” to “intelligent, knowledge-centric”, while extending to the tactical edge. Based on the original system integration, the system integrates knowledge and algorithms, applies intelligent technology in functional domains such as situation, command, control, and support, and improves the cognition and decision-making efficiency of combat command. The system architecture is envisioned as follows:

Figure 1 Conceptualization of the fifth-generation command information system architecture

第五代指揮資訊系統架構概念

The fifth-generation system expands the functional domain of parallel deduction and learning training on the basis of functional elements such as situational awareness, command decision-making, action control, support and guarantee, and information services to meet the needs of combat branch evaluation and algorithm learning. In terms of situational awareness, it covers computational intelligence, perceptual intelligence, and cognitive intelligence, mainly completing battlefield intelligence processing and target identification, understanding and predicting the situation, having state and momentum, and improving information advantage; in terms of command decision-making, it is mainly based on cognitive intelligence, which can machine tactical reasoning, generate plans and plans, and improve decision-making level; in terms of action control, it is mainly based on computational intelligence and cognitive intelligence, completing task monitoring and temporary tactical control, and providing action optimization strategies based on knowledge reasoning, such as command guidance, firepower coordination, and unmanned cluster intelligent control; in terms of comprehensive guarantee, it is mainly based on computational intelligence, completing the optimal allocation of battlefield resources under prior knowledge and rules; in terms of parallel deduction and learning training, it combines command and control with simulation training, trains personnel and algorithms in peacetime, and conducts parallel plan deduction in wartime.In addition, the fifth-generation system has an autonomous evolving learning mechanism: first, autonomous learning within the node to optimize the algorithm and knowledge base; second, the nodes share intelligent algorithms and knowledge through the command cloud to collaboratively complete the evolution. Each node can upload the learned algorithms and knowledge to the command cloud to update the algorithms and knowledge of the knowledge center; third, the system issues instructions to tactical nodes, weapon nodes, detection nodes, and combat support nodes, and collects execution feedback. These feedback results can be used to learn and evolve the algorithm.Between the fifth-generation systems, based on the original comprehensive integration based on the cloud/end architecture, an integrated sharing method for knowledge and intelligent algorithms has been added. Each command information system uploads intelligent algorithms and knowledge rules to the knowledge center for plug-and-play sharing by heterogeneous nodes such as battlefield detection, command, and weapons. The command information system can obtain existing intelligent knowledge from the knowledge center and conduct secondary learning and training in combination with its own battlefield data to improve algorithm capabilities. The command cloud will eventually form an intelligent knowledge center for the battlefield, and a battlefield knowledge network will be formed between the intelligent command information systems.

3.2 Concept of cloud-edge-device service architecture

In the future, ubiquitous network connections will extend from command units to various squads, individual soldiers, and platforms at the tactical edge. The fifth-generation command information system will use fog computing and distributed computing technologies to build tactical mobile clouds, squad micro-clouds (Cloudlet), and individual task group pico-clouds (Pico-Cloud) based on cloud architecture technology 

9 , 16 ] , forming tactical frontier mobile cloud service capabilities, realizing the hybrid service capabilities of battlefield centralized combat clouds, mobile tactical clouds, and edge micro-clouds and pico-clouds, forming an integrated resource service structure of “cloud, edge, and end”, and quickly building command chains and strike chains.

Concept of cloud-edge-end service architecture of the fifth-generation command information system

第五代指揮資訊系統雲端端服務架構構想

The cloud-edge-end integrated service capability supports the fifth-generation system to achieve dynamic aggregation and release of combat resources through “cloud deployment, cloud aggregation, cloud attack, and cloud dissipation”, thereby improving the combat effectiveness of the entire system 

17 ] . The centralized combat cloud is deployed in the command center in a fixed cloud manner 

16 ] to provide services for various combat nodes; air, land, and sea tactical clouds provide information, algorithms, computing, and storage services under mobile conditions for aircraft, ships, armored forces, and other forces at the tactical frontier, thereby improving the resource sharing level at the tactical frontier 

9 , 16 , 18-19 ] ; in tactical edge military operations, micro-clouds and pico – clouds are constructed. Micro-clouds are deployed in fog computing on vehicles, aircraft, and boats within one hop of the communication distance of the frontier contact unit, expanding the tactical information processing and sharing capabilities of the frontier unit personnel. When individual soldiers and units cannot access micro-clouds, mobile ad hoc networks and distributed computing technologies can be used to construct pico-clouds to support dynamic information aggregation and resource sharing end-to-end under weak connections at the tactical edge, thereby extending the command chain.

3.3 Technical Architecture Concept

The fifth-generation command information system will extend the war from the physical domain and information domain to the cognitive domain, and will change the way of command and control. Its technical architecture is as follows:

Technical architecture of the fifth-generation command information system

第五代指揮資訊系統技術架構

The fifth generation command information system adds tactical edge services and intelligent computing environments based on the networked computing environment of the fourth generation command information system, which is compatible with the system architecture and meets the intelligent requirements of the system. The tactical edge service computing environment provides micro-cloud and pico-cloud basic computing, storage, and information service platforms for weakly connected terminals; the intelligent computing environment provides intelligent services for situation, decision-making, control, and human-computer interaction.The intelligent technology environment layer includes the following five parts. The intelligent computing hardware platform is equipped with AI acceleration processors such as GPU, FPGA, and TPU to adapt to the computing power required by deep learning. Some algorithms use brain-like chips with neuron processing mechanisms or solidified dedicated intelligent computing chips; the intelligent data management platform mainly manages data, samples, cases, models, and knowledge; the deep learning framework integrates the runtime library and basic algorithm library of deep learning and reinforcement learning; the traditional artificial intelligence computing framework includes traditional algorithm support libraries such as spark and bigflow for search and solution, data mining, and parallel processing; intelligent services include application-oriented intelligent algorithm service libraries, such as intelligent interactive recognition, valuation network calculation, and strategy network calculation services, which provide solution interfaces for application development.The intelligent application layer mainly provides functional elements such as intelligent situational awareness, planning and decision-making, action control and information services, human-computer interaction, learning and training. It is the system’s main functional interface for users and the core problem that intelligence needs to solve.The fifth-generation system technology architecture model mentioned above mainly uses cloud computing and intelligent technology support services to achieve the sharing of situations, instructions, algorithms and knowledge between systems, and supports system autonomous evolution, algorithm upgrades and knowledge updates. System intelligence can be divided into levels 0 to 4 

20 ] . Level 0: full manual control; Level 1: computing intelligence, deterministic complex tactical calculations and information automation processing; Level 2: having certain perceptual intelligence, able to understand, evaluate and predict battlefield situations; Level 3: having cognitive intelligence, able to provide machine decision-making and decision-making deduction capabilities; Level 4: having human-machine integration and symbiosis capabilities, and the core algorithm can self-learn and self-evolve. At present, the intelligence level of the fourth-generation system is generally at level 1, and situation understanding and command decisions are still controlled by humans. The intelligence of the fifth-generation system can reach the fourth level through three stages. The first stage is to realize the ability to perceive, understand and evaluate the battlefield situation; the second stage is to build a knowledge base of tactics and enable machine decision-making based on rules, knowledge and algorithms; the third stage is to realize machine self-learning and self-evolution of core tasks, and have the function of autonomous decision-making, reaching a highly intelligent level of human-machine integration 

20 ] .

4 Key technologies of the system and its intelligent concept

The key technologies of the fifth-generation command information system mainly solve the above – mentioned problems of intelligence, cloud – edge-end integration, and system resilience and adaptability. The key technologies of the system and its intelligent concept is the following

Key technologies of the system and its intelligent concept

系統關鍵技術及智慧化理念

The key technologies of the fifth-generation command information system cover all aspects of the command and control OODA loop, and can support the system’s intelligence, resilience, and edge command and control requirements in terms of detection, decision-making, control, and strike, thereby building a precise perception chain, rapid control chain, precise strike chain, and agile service chain, extending to the tactical edge and improving command effectiveness.

1) Situational Awareness Machine Analysis TechnologyIntelligence compilation and analysis technology.

Use big data, deep learning, knowledge graphs and other technologies to perform intelligent information correlation matching, text semantics intelligent analysis, and public opinion intelligent search and extraction to obtain valuable intelligence from massive, multi-source, and heterogeneous battlefield information.

Multiple target rapid recognition technology. Using deep learning methods, a multi-layer CNN convolutional neural network is constructed, and sample feature parameter learning is used to complete feature extraction and rapid target recognition of optical, infrared, electromagnetic, and acoustic information.Situation recognition and understanding technology. Analyze the enemy’s combat intentions and combat capabilities, use the reinforcement learning valuation network technology to simulate the commander’s situation recognition process, and combine the CNN nonlinear battlefield situation fitting ability to establish a mapping from situation images to situation understanding 

Situation machine prediction and assessment technology. Based on situation understanding, the enemy’s tactical behavior is estimated. First, the strategy network is used to obtain the enemy’s activity rules, and then the parallel deduction method is used to perform multi-branch situation deduction. Finally, a prediction network is constructed to predict the situation.

2) Operational planning machine decision-making technology.

Combat mission space and strategy modeling technology. Modeling the state and action strategy of the combat mission space and determining the description method of the mission state, strategy, and feedback are the basis for deep reinforcement learning to make decisions.Mission planning machine decision-making technology. Use operations optimization to complete target analysis and task allocation. Use deep reinforcement learning and swarm intelligence algorithms to machine plan force composition, firepower configuration, and collaborative paths. Tactical planning tends to be rule-based reasoning and easy to break through; campaign planning tends to be knowledge-based reasoning based on experience, involving the art of command, and is more difficult to break through.

Parallel simulation technology for combat plans. With reference to the parallel simulation technology of the “deep green” system the Monte Carlo search tree and game test method are used to simulate enemy combat behavior, rehearse and evaluate the action process, and accumulate feedback reward and punishment functions for learning, training, and decision optimization.

Intelligent generation technology of combat plans. Using intelligent perception algorithms such as natural language understanding, voice command recognition, and sketch recognition, combined with the extraction of elements from the task model, the knowledge graph is used to automatically extract the plan to generate combat plans and command sequences .

Rapid decision-making technology on the spot. Based on the current situation, using the learning data accumulated by the game platform, automatically matching the most appropriate plan adjustment, making dynamic decisions on the plan based on Monte Carlo tree search and transfer learning algorithms, reverse reinforcement learning, and enhancing the generalization ability of the plan.3) Intelligent motion control technologySituation-based improvisation control technology. According to the effects and deviations of combat operations, the resources, paths, and coordination modes of the mission are dynamically adjusted, and parallel simulation multi-branch deduction and reinforcement learning technology are used to correct the deviations, thus realizing tactical “feedforward” control .

Swarm intelligence collaborative control technology. Promote the maximization of the overall effectiveness of battlefield intelligent bodies in collaborative operations, use ant colony and bee colony control algorithms and deep reinforcement learning methods to build a global tactical value network, establish an effect feedback model, and perform strategic control based on the value network.Firepower collaborative control technology. Improve the speed and accuracy of friend-or-foe identification, firepower allocation, and collaborative dispatch, use swarm intelligence and deep reinforcement learning algorithms to automatically plan, coordinate and optimize the strike chain, and have a certain degree of autonomous decision-making ability.

4) Manned/unmanned collaborative command technology.

Multi-domain cluster system autonomous collaborative machine planning technology. Use branch search solution, knowledge reasoning, and deep reinforcement learning to plan and allocate collaborative tasks for manned/unmanned systems, and use swarm intelligence optimization algorithms to plan collaborative trajectories for unmanned and manned platforms.Multi-domain cluster system autonomous collaborative command and control technology. It monitors the missions of unmanned clusters and provides autonomous collaborative command and guidance. It uses swarm intelligence algorithms to detect conflicts and avoid collisions among multiple unmanned platforms, and coordinates grouping, routing, and load.

5) Intelligent information service technology.

Intelligent battlefield information sharing technology uses reinforcement learning and semantic association technology to analyze users’ information needs and preferences, generate information needs based on users’ differentiated characteristics, and intelligently push tactical information to users.

6) Human-machine fusion intelligent interaction technology.

Human-computer fusion intelligent perception interaction technology. Construct multi-channel human-computer interaction methods including sketches, spoken language, gestures, head postures, expressions, eye movements, etc., and provide natural, sensitive, accurate and anthropomorphic interaction strategies . Intention-oriented intelligent human-computer interface technology. Using FCM fuzzy cognitive interactive reasoning technology, infer the user’s interactive intention, and organize the interactive interface output by integrating different means such as spoken language, gestures, sketches, and natural language according to the user’s interface needs and interaction preferences.Smart wearable human-machine fusion technology. It uses edge computing technology and new human-machine interaction methods such as voice, gestures, eye movements, brain-computer interfaces, and augmented reality to provide soldiers with smart wearable devices that have a collaborative, integrated, and linked human-machine interaction mode.

7) Virtual gaming and training evaluation technology.

The combat virtual game technology builds a game confrontation test platform, conducts combat knowledge modeling, and uses parallel simulation, branch decision, differential confrontation and other technologies to conduct red-blue confrontation, which not only trains tactics and methods, but also collects tactical data.Machine training and evaluation technology uses the data accumulated by the game platform and the experience of personnel to model, adopts small sample transfer learning technology to train and optimize the algorithm, replays the real data afterwards, performs transfer learning optimization on the decision model, and updates the decision plan.

8) System resilience adaptive reconstruction technology.

Environmental perception and autonomous fault detection technology. Under soft and hard damage, it can detect the main faults and analyze abnormal correlations, predict the occurrence of faults that affect task execution, evaluate the impact of faults on tasks, and realize active perception and rapid location of system resources and faults.System self-healing and reconstruction intelligent technology. When key nodes of the system fail, an adaptive mechanism is used to reallocate resources, achieve capacity regeneration, and continuously ensure the completion of core tasks. The system changes from a fault repair method with preset rules and manual participation to an intelligent system reconstruction method.

9) Tactical edge computing technology.

Mobile micro-cloud service platform technology. Deployed in fog computing mode on vehicles, aircraft, and boats within one hop of the enemy, it provides shared processing capabilities for combat teams and expands the tactical information processing capabilities of team members.Pi-cloud resource sharing technology under weak connection ad hoc network. Based on the individual soldier ad hoc network, the Pi-cloud is constructed using distributed computing technology to support end-to-end autonomous collaborative information sharing and resource sharing between individual soldier mobile devices under weak connection to meet tactical edge needs.

5 Development ideas and ideas

1) Gradually progress in stages, starting with the easy and then moving on to the difficult. In the first stage, image, voice, gesture, face recognition, and natural language understanding are applied to intelligence analysis; in the second stage, deep learning and reinforcement learning are applied to situational awareness and command decision-making; in the third stage, cloud computing is used to realize a knowledge-centered, intelligently empowered system. 

2) Select intelligent algorithms for application. Focusing on the application of deep learning in situation and deep reinforcement learning in planning and decision-making, select appropriate tactical backgrounds to verify intelligent algorithms. Tactical-level planning of paths, firepower, tasks, etc. can be used as breakthroughs. 

3) Strengthen the construction of knowledge engineering in the field of combat command. Expert rules, military regulations, and actual combat data are the basis of intelligent command. The existing combat rules should be modeled and represented in a knowledge-based manner, and the input and output mapping relationship between knowledge representation and deep learning should be established. The research on knowledge learning and knowledge reasoning methods should be strengthened .

4) Establish a virtual confrontation game platform to accumulate data. Intelligent algorithms require a large number of learning samples. The ways to accumulate samples are: Establish a confrontation game platform to conduct war games, human-machine confrontation, and red-blue confrontation to accumulate data; Collect tactical data from actual combat exercises and build models as training samples.

6 Conclusion

This paper proposes the overall and intelligent concept of the fifth-generation command information system, constructs a new generation of command information system architecture with “intelligent empowerment, human-machine integration, cloud-edge integration, autonomous evolution, cloud-intelligence sharing, and resilience and adaptability”, analyzes its key technologies and capability characteristics, and attempts to achieve cognitive advantages, decision-making advantages, and action advantages based on the fourth-generation system in the world .

There are not many technical verifications for the fifth-generation system in the world, so we should not rush for quick success and still need to conduct sufficient research.

現代國語:

現代戰爭呈現戰場資訊爆炸性成長與新型作戰形態。隨著人工智慧、邊緣運算等新技術的不斷湧現,新一代指揮資訊系統呼之欲出。本文在國際第四代指揮資訊系統的基礎上,構想了第五代指揮資訊系統的整體架構,闡述了其知識中心化、智慧賦能、雲邊融合、自主演進和彈性適配的技術特徵,分析了其關鍵技術,不斷提升戰場資訊優勢,並向戰場認知優勢、決策優勢和行動轉化。

習主席在中國共產黨十九大報告中明確指出,「加速軍事智能化發展,提高基於網路資訊體系的聯合作戰能力、全域作戰能力」[1]。這個論述指明了未來戰爭將是基於網路化、智慧化的體係作戰,第五代指揮資訊系統將以智慧化為核心,強化戰場資訊優勢,爭取戰場認知優勢、決策優勢與行動優勢。據相關通報,國際上指揮資訊系統經歷了四個階段的發展過程[2],正在向第五代指揮資訊系統演化,系統體系結構向智慧化、知識化、雲端端、服務化發展。國際上第四代系統主要以網路化、服務化、雲端化等手段建構了整體協同的指揮資訊體系[2],一定程度上滿足協同作戰需求,實現了資訊優勢。但隨著戰場資訊的爆發式增長,系統資訊優勢很難轉化為指揮的認知與決策優勢,隨著無人作戰、賽博作戰等新型作戰樣式的出現,為了適應作戰指揮的複雜性、非線性特徵,指揮資訊系統須突破認知技術,提供準確的戰場態勢認知與籌​​劃決策能力。第五代指揮資訊系統設想以人工智慧、邊緣運算、雲腦技術為核心,提升戰場認知優勢、決策優勢與行動優勢,支援作戰指揮由資訊域邁向認知領域、實現資訊知識化、決策智慧化、指控敏捷化、協同多域化、服務邊緣化等能力。
1 指揮控制新理念
1.1 智能化指揮控制
智慧化指揮控制就是利用人工智慧方法,實現從「資訊化、網路中心」轉變為「智慧化、知識中心」,輔助指揮者解決指揮領域的感知、理解、認知問題。指揮資訊系統的系統架構、技術架構都會改變。系統圍繞著態勢、指揮、控制、保障等功能域進行相應的智慧技術應用,提升作戰指揮的認知與決策效能。外軍十分關注作戰指揮智能化應用,美軍DARPA從2007年至今,發布了3份關於人工智能國家及軍事發展戰略白皮書,分別開展了“深綠”[3⇓-5]、“第3次抵消戰略的高科技聖杯”、“指揮官虛擬參謀”等計劃,在情報感知與戰術決策領域啟動了“Insight”、Xdata” 「分散式戰場管理」、「人機協作」、「Mind’sEye」、「Trace」、「人機協作」、「X-Plan」、「認知電子戰」、「AlphaAI空戰」等人工智慧專案,實現戰場情報深度理解、態勢認知預測及戰術方案自動生成與推演能力。此後,美軍也設置了「自主協商編隊」、「大狗」、「蜂鳥」等項目,提升有人與無人協同控制能力。整體而言,美軍目前具備全球領先的智慧化作戰指揮水準。此外,德、法、俄等國也紛紛在智慧化資訊感知與處理、智慧自主無人作戰平台等方面進行了大量研究,取得了豐碩的研究成果[6⇓-8]。
1.2 戰術邊緣指揮控制
隨著軍事科技的發展,傳統大規模集群作戰方式逐漸轉換為小範圍的非對稱作戰,戰術邊緣的作戰活動在戰爭中將扮演重要角色。戰術邊緣又稱為「第一戰術英里」[9],它遠離指揮中心,通信、計算、服務資源受限,通常由作戰平台、戰術分隊、特種單兵組成,為了獲得信息與決策優勢,各級指揮單元利用泛在網絡、微雲等技術,實現信息與資源共享。戰術邊緣的移動計算設備,採用霧計算方法,整合為更大的作戰單元,形成自組網下的微雲,戰術邊緣獲取的大量態勢信息,在戰術微雲進行計算、存儲、共享,簡化了與指揮中心的交互規模,提升了信息交互時效,解決以往戰術前沿服務能力不足的問題。
1.3 多域戰指揮控制
2016年美陸軍提出「多域戰」概念[10],將「同步跨域火力」與「全域機動」作為核心要素,推動作戰要素高度融合,增強全域打擊能力,試圖消除中俄等國的「反介入/區域拒止」能力,主要具備以下三個特徵[10]。一是作戰領域向多維擴展,使美陸軍能夠從地面向海、空、電、網等多個作戰域投送力量,具備與其他軍種融合能力。二是作戰要素高度融合,各軍兵種及作戰功能域之間能夠共享資訊、統籌戰術、同步行動,推動了軍種聯合向作戰能力要素融合轉變。三是指揮鏈向扁平方向發展,指揮機制高效靈活,既要集中計劃、分散執行,又要向各指揮節點和單兵共享信息和指令,延伸戰術指揮鏈,實現快速、多線、多域作戰指揮。
1.4 馬賽克作戰指揮控制
2017年,DARPA提出「馬賽克戰」的概念[11-12],兼顧「基於威脅」與「基於能力」的裝備建設方法,將多作戰域的感測器、指控節點、戰鬥平台以及相互協作的有人、無人系統進行按需靈活組合,形成任務系統。系統整合採用搭積木的方式,將分散的細粒度系統動態連結在一起,構成類似「馬賽克區塊」的作戰體系。 「馬賽克戰」,借助智慧化決策工具,提供分散式態勢感知與自適應規劃、控制,輔助進行作戰任務規劃,實施分散式作戰管理。 「馬賽克戰」要求以自適應體系重組取代固定式作戰力量編成,作戰指揮具有韌性適變的資訊體系,能面向任務、按需定制物理分散的混合編成的作戰單元,滿足各種動態、協同作戰需求[12⇓-14]。
2 第五代指揮資訊系統特徵轉變
1) 體係由網路中心轉變為知識中心。以網絡為中心帶來戰場資訊優勢,並向認知優勢、決策優勢轉變,系統間由資訊共享走向以知識為中心的智力共享,促進整個指揮體係向決策及行動優勢轉變。
2) 雲端架構轉向雲端端一體化。拓展原有的雲端資源共享能力[2],向戰術邊緣的平台、分隊、單兵延伸,實現移動環境下戰場中心雲、移動雲、邊緣微雲的一體化混合服務能力,提升戰術前沿資源服務能力。
3) 預定整合向韌性適變轉變。目前系統依預設規則部署運作,任務變更時,須依預先方案進行調控。未來戰場系統易受攻擊而癱瘓,要求系統在發生擾動時,具備自重構韌性適變能力,保證核心任務不間斷[13-14]。
4) 由計算智能轉變為認知智能。智能化表現在計算智能、感知智能、認知智能,目前計算智能提供了戰術確定性求解方法,未來戰場須在海量情報處理、態勢認知與決策推理等方面透過智能化技術提升認知的精準度、實時度。
5) 性能由固化既定轉變為自主學習演化。系統的演算法、性能一般在設計期就被決定與固化,性能的提升透過升級改造完成。智慧化系統具備自學習、自演化能力,可在線上進行態勢感知、智慧決策的演算法學習,提升系統效能。
6) 建設由基於能力轉變為基於知識。指揮資訊系統一般基於能力要素進行建構,系統整合以能力要素進行綜合整合,智慧化系統,更加關注系統的智力建構,聚焦系統的知識、規則、演算法、資料的建構。
7) 互動方式向人機融合智慧互動轉變。人機融合智能感知、擬人化交互、面向意圖的智能人機界面交互、可穿戴的人機融合計算協同於一體、融合聯動的交互模式,將成為未來系統主要交互模式,以人禦機的系統向人機融合進展。
8) 戰訓分離轉變為戰訓演研一體化。第五代指揮資訊系統將作戰指揮與戰術訓練緊密耦合,具有平行模擬、推理能力,既能更新智慧演算法,也可進行戰法對抗研究,取得戰術資料,促進演算法學習。演習訓練由兵棋推演向戰場虛擬賽局發展。
3 總體架構設想
未來第五代指揮資訊系統的整體架構應該是知識中心、人機融合、智慧賦能、雲邊一體、自主演化、韌性適變的指揮資訊系統。下文主要圍繞系統架構、服務架構、技術架構等主要視角對系統總體進行闡述[15],其中系統架構主要指系統邏輯要素組成及其關係,服務架構描述系統之間的資訊與計算資源的整合模式,技術架構描述了系統的技術參考模型。
3.1 系統架構設想
該系統從「資訊化、網路中心」轉變為「智慧化、知識中心」,同時向戰術邊緣延伸。系統綜合整合在原有基礎上,進行知識與演算法的共享整合,在態勢、指揮、控制、保障等功能域進行智慧化技術應用,提升作戰指揮的認知與決策效能。系統架構設想如圖1所示。

圖1 第五代指揮資訊系統架構設想

第五代系統在態勢感知、指揮決策、行動控制、支援保障、資訊服務等功能要素基礎上,擴展平行推演與學習訓練功能域,滿足作戰分支評估及演算法的學習需求。在態勢認知方面,涵蓋了計算智能、感知智能與認知智能,主要完成戰場情報處理及目標識別,對態勢進行理解、預測,有態有勢,提升信息優勢;指揮決策方面,以認知智能為主,能夠機器戰術推理、生成方案與計劃,提升決策水平;行動控制方面,以計算智能與認知智能為主,能夠完成任務監控及臨機戰術控制,提供知識推理的行動優化策略,例如指揮引導、火力協同、無人集群智能控制;綜合保障方面,以計算智能為主,在先驗知識與規則下,完成戰場資源的優化調配;平行推演與學習訓練方面,將指控與仿真訓練結合起來,平時訓練人員以及算法
此外,第五代系統具有自主演化的學習機制:一是節點內自主學習,優化演算法與知識庫;二是節點間透過指揮雲共享智慧演算法與知識,協同完成演化,各節點可將學習後的演算法與知識上傳至指揮雲,更新知識中心的演算法及知識;三是系統向戰術學習、武器節點、偵測節點運作保障
第五代系統之間,在原有基於雲/端架構的綜合集成基礎上,增加了面向知識與智能算法的集成共享方式,各指揮信息系統將智能算法與知識規則上傳到知識中心,供戰場探測、指揮、武器等異構節點進行即插即享,指揮信息系統可以從知識中心獲取已有的智能知識,結合其二次戰場數據提升自身的戰場數據進行學習能力。指揮雲最終形成戰場的智慧知識中心,各智慧化指揮資訊系統之間形成戰場知識網。
3.2 雲端邊端服務架構設想
未來泛在網路連結將從指揮單元向戰術邊緣的各類分隊、單兵、平台延伸。第五代指揮資訊系統將利用霧運算、分散運算技術,在雲端架構技術基礎上建構戰術移動雲、分隊微雲(Cloudlet)、單兵任務組皮雲(Pico-Cloud)[9,16],形成戰術前沿移動雲服務能力,實現戰場集中作戰雲、移動戰術雲、邊緣微皮鏈雲的混合服務能力,前沿移動雲服務能力,實現戰場集中作戰雲、移動式戰術雲、邊緣微皮鏈雲的混合服務能力,形成「雲、邊、指揮」結構的快速構建能力。如圖2所示。

圖2 第五代指揮資訊系統雲端端服務架構設想

雲端端一體化服務能力支援第五代系統以「雲端部署、雲端聚合、雲端攻擊、雲端消散」等方式,實現作戰資源動態聚、釋能,提升整個體係作戰效能[17]。集中式作戰雲採用固定雲的方式部署在指揮中心[16],為各類作戰節點提供服務;空中、陸上、海上戰術雲為戰術前沿的飛機、艦艇、裝甲等兵力提供移動條件下的信息、算法、計算、存貯服務,提升了戰術前沿的資源共享水平[9,16,18-19];微雲及皮雲,微雲以霧計算方式部署在距離前沿接敵分隊通信一跳距離的車、機、艇上,擴展前沿分隊人員的戰術信息處理與共享能力,當單兵及分隊無法訪問微雲時,可利用移動自組網與分散計算技術構建皮雲,支持戰術邊緣弱連接下,端到端的信息匯聚到端的信息匯聚到端。
3.3 技術架構設想
第五代指揮資訊系統將戰爭從物理域、資訊域延伸到認知域,將改變指控方式,其技術架構如圖3。

圖3 第五代指揮資訊系統技術架構設想

第五代指揮資訊系統在第四代指揮資訊系統的網路化運算環境基礎上,增加戰術邊緣服務、智慧運算環境,既相容系統的架構,又滿足系統的智慧化要求。戰術邊緣服務運算環境為弱連結終端提供微雲及皮雲的基礎運算、存貯、資訊服務平台;智慧化運算環境為態勢、決策、控制、人機互動提供智慧服務。
智慧科技環境層包括以下五部分內容。智慧型運算硬體平台,配置了GPU、FPGA、TPU等AI加速處理器,適應深度學習所要求的運算能力,個別演算法採用神經元處理機制的類腦晶片或固化的專用智慧運算晶片;智慧資料管理平台,主要進行資料、樣本、案例、模型、知識的管理;深度學習架構,整合了深度學習、強化學習的運行庫及基本演算法庫;傳統人工智慧計算框架,包括了spark、bigflow等用於搜尋求解、資料探勘、平行處理等方面的傳統演算法支援庫;智慧服務,包含了面向應用的智慧演算法服務庫,如智慧交互辨識、估值網計算、策略網計算等服務,為應用開發提供求解介面。
智慧應用層,主要提供智慧化態勢認知、規劃決策、行動控制及資訊服務、人機互動、學習與訓練等功能要素,是系統主要面向使用者的功能介面,是智慧化要解決的核心問題。
上述的第五代系統技術架構模型,主要利用雲端運算與智慧化技術的支援服務,實現系統間的態勢、指令及演算法與知識的共享,同時支援系統自主演化、演算法升級、知識更新。系統智能化可分為0~4級[20]。 0級,完全人工控制;1級,實現計算智能,實現確定性的複雜戰術計算與資訊自動化處理;2級,具有一定感知智能,能夠理解、評估、預測戰場態勢;第3級:具有認知智能,能提供機器決策及決策推演能力;4級,具有人機融合與共生能力,核心算法能夠自學習、自演化。目前第四代系統的智慧化水準一般處於1級,態勢理解、指揮決策仍由人把控。第五代系統的智能化可經過三個階段達到第4級,第一階段實現戰場態勢感知、理解與評估能力;第二階段構建戰法知識庫,能基於規則、知識、算法實現機器決策;第三階段實現核心任務的機器自學習、自演化,具備自主方案決策功能,達到人機融合的高度智能化水平[20]。
4 系統關鍵技術及其智慧化設想
第五代指揮資訊系統的關鍵技術主要解決上述智慧化、雲端端整合、系統韌性適變問題。系統關鍵技術及其智慧化設想如圖4所示。

圖4 系統關鍵技術及其智慧化設想

第五代指揮資訊系統的關鍵技術涵蓋指控OODA環的所有面向,能夠支撐系統從探測、決策、控制、打擊等方面的智能、韌性、邊緣指控要求,從而構建精準感知鏈、快速控制鏈、精確打擊鏈、敏捷服務鏈,向戰術邊緣延伸,提升指揮效能。
1) 態勢感知機器分析技術
情報整編分析技術。利用大數據及深度學習、知識圖譜等技術進行資訊智能關聯匹配、文本語義智能分析、輿情智能搜索與提取,從海量、多源、異構的戰場信息中獲取有價值情報。
多元目標快速辨識技術。利用深度學習方法,建構多層CNN卷積神經網路,採用樣本特徵參數學習完成光學、紅外線、電磁、聲學資訊進行特徵提取與目標快速辨識。
態勢認知與理解技術。對敵進行作戰意圖、作戰能力分析,利用強化學習的估值網絡技術,模擬指揮員態勢認知的過程,結合CNN非線性戰場態勢擬合能力,建立態勢圖像到態勢理解的映射[22]。
態勢機器預測與評估技術。在態勢理解基礎上,對敵戰術行為進行預估,先利用策略網絡獲得敵方活動規律,再採用平行推演方法,進行多分支態勢推演,最後構建預測網絡進行態勢預測。
2) 作戰規劃機器決策技術
作戰任務空間及策略建模技術。對作戰任務空間的狀態及行動策略進行建模,確定任務狀態、策略、回饋的描述方法,是深度強化學習進行決策的基礎。
任務規劃機器決策技術。利用運籌優化完成目標分析、任務分配。利用深度強化學習、群體智慧演算法對兵力編成、火力配置、協同路徑進行機器規劃。戰術規劃偏向規則推理,易突破;戰役規劃偏向基於經驗的知識推理,涉及指揮藝術,較難突破。
作戰方案平行推演技術。參考「深綠」系統平行模擬技術[23],採用蒙特卡羅搜尋樹及博弈試驗方法,模擬敵作戰行為,對行動流程進行預演與評估,累積回饋賞罰函數,供學習訓練、最佳化決策。
作戰計劃智慧生成技術。利用自然語言理解、語音指令辨識、草圖辨識等智慧感知演算法,結合任務模型的要素提取,利用知識圖譜將方案進行自動提取生成作戰計畫與指令序列[24]。
臨機快速決策技術。基於當前態勢,利用博弈平台累積的學習資料,自動配對最適當的預案調整,基於蒙特卡羅樹搜尋及遷移學習演算法對計畫進行動態決策,反向強化學習,增強計畫泛化能力。
3) 行動控制智慧化技術
基於態勢的臨機行動控制技術。根據作戰行動的效果及偏差,對任務的資源、路徑、協同模式進行動態調整,利用平行模擬多支推演與強化學習技術進行糾偏,實現戰術「前饋式」的控制[4]。
群體智慧協同控制技術。促進戰場智能體協同作戰全局效能最大化,利用蟻群、蜂群控制演算法及深度強化學習方法,建構全局戰術價值網絡,建立效果回饋模型,根據價值網絡進行策略控制。
火力協同控制技術。提升敵我辨識、火力分配、協同調度的速度與精度,利用群智能及深度強化學習演算法自動規劃、協調優化打擊鏈,具備一定自主決策能力。
4) 有人/無人協同指揮技術
多域叢集系統自主協同機器規劃技術。利用分支搜尋求解、知識推理、深度強化學習進行有人/無人系統的協同任務規劃與分配,利用群智能最佳化演算法規劃無人、有人平台的協同軌跡。
多域集群系統自主協同指揮控制技術。對無人群集的巡航進行任務監控及自主協同指揮引導,利用群體智慧演算法進行多無人平台任務衝突偵測及避碰控制,進行編組、路徑、載重等調配。
5) 智慧化資訊服務技術
戰場資訊智慧共享技術,利用強化學習及語意關聯技術分析使用者的資訊需求及偏好,產生基於使用者差異化特徵的資訊需求,為使用者智慧推送戰術資訊。
6) 人機融合智慧化互動技術
人機融合智慧感知互動技術。建構多通道包含草圖、口語、手勢、頭勢、表情、眼動等多方式的人機互動手段,提供自然、靈敏、精準、擬人化的互動策略[5]。
面向意圖的智慧人機介面技術。利用FCM模糊認知互動推理技術,推理使用者的互動意圖,根據使用者的介面需求與互動喜好,整合不同的口語、手勢、草圖、自然語言等手段,組織互動介面輸出。
智慧穿戴式人機融合技術。採用邊緣運算技術,利用語音、手勢、眼動、腦機介面、擴增實境等新人機互動方式,為單兵提供智慧穿戴裝置,具備協同一體、融合連動的人機互動模式。
7) 虛擬博弈與訓練評估技術
作戰虛擬賽局技術建構賽局對抗試驗平台,進行作戰知識建模,利用平行模擬、分支決策、微分對抗等技術,進行紅藍對抗,既訓練戰術、戰法,又採集戰術資料。
機器訓練與評估技術,利用博弈平台累積的資料以及人員的經驗建模,採用小樣本遷移學習技術進行演算法的訓練與優化,對真實資料事後重播,對決策模型進行遷移學習優化,更新決策方案。
8) 系統韌性適變重建技術
環境感知與自主故障偵測技術。在軟硬毀傷下,進行主故障檢測、異常關聯分析,預測影響任務執行的故障發生,評估故障對任務的影響,實現對系統資源及故障的主動感知與快速定位。
系統自癒重構智慧技術。當系統關鍵節點失效時,採用適變機制,重新分配資源,實現能力再生,持續保障核心任務完成。由預置規則、人工參與的故障修復方式轉變為智慧化的系統重構方式。
9) 戰術邊緣運算技術
行動微雲服務平台技術。以霧運算方式部署在距離接敵一跳距離的車、機、艇上,為作戰分隊提供共享處理能力,擴展分隊人員的戰術資訊處理能力。
弱連接自組網下的皮雲資源共享技術。在單兵自組網基礎上,採用分散運算技術建構皮雲,支援弱連接下,端到端自主協同的資訊共享與單兵移動設備之間資源共用,滿足戰術邊緣需求。
5 發展思路設想
1) 分階段先易後難循序漸進。第一階段將圖像、語音、手勢、臉譜辨識及自然語言理解等應用到情報分析中;第二階段將深度學習、強化學習應用到態勢認知、指揮決策中;第三階段利用雲端運算實現知識中心,智慧賦能的系統[6]。
2) 選取智慧演算法進行應用。圍繞深度學習在態勢方面的應用、深度強化學習在規劃決策方面的應用,選取合適的戰術背景,對智能演算法進行驗證,可選用戰術層面的路徑、火力、任務等規劃作為突破口[25]。
3) 強化作戰指揮領域知識工程建設。專家規則、軍事條例、實戰資料是指揮智能化的基礎,對現有作戰規則進行知識化建模與表示,建立知識表示與深度學習的輸入、輸出映射關係,加強知識學習、知識推理的方法研究[4]。
4) 建立虛擬對抗博弈平台累積資料。智慧演算法需要大量學習樣本,樣本累積途徑有:①建立對抗賽局平台進行兵棋推演、人機對抗、紅藍對抗,累積資料;②收集實戰演習的戰術資料,進行建模作為訓練樣本[21]。
6 結束語
本文提出了第五代指揮資訊系統的總體及智慧化設想,建構了「智慧賦能、人機融合、雲邊一體、自主演化、雲智共享、韌性適變」的新一代指揮資訊系統架構,對其關鍵技術、能力特徵進行分析,試圖在國際上第四代系統的基礎上[2],實現認知優勢、決策優勢、行動優勢。國際上用於第五代系統的技術驗證不多,不可急功近利,仍需充分研究。

中國原創軍事資源:https://www.zhkzyfz.cn/EN/10.3969/j.issn.1673-3819.2021.05.00881

Metaverse-enabled Military Training Accelerating for China’s People’s Liberation Army

元宇宙協助中國人民解放軍軍事訓練加速發展

現代英語:

Hou Chunmu and Wang Yong

The metaverse is an artificial online virtual world that is born out of, parallel to, and independent of the real world. It is parallel to the real world, reacts to the real world, and integrates a variety of high technologies. These are the three major characteristics of the future metaverse. The operation of the metaverse conforms to the natural laws of human understanding and transformation of the world, and provides a new way of thinking to understand and discover the operating behavior, state, and laws of complex real systems, as well as a new means to explore objective laws and transform nature and society. Researching the application of the metaverse in the field of foreign military training and analyzing the opportunities and challenges that the metaverse brings to the field of military training have important theoretical and practical value in solving the key problems that need to be solved in military training in the intelligent era, promoting scientific and technological training, and promoting the innovative development of military training models.

Background of Cognitive Metaverse Empowered Military Training

The scientific and technological revolution has given rise to a new ecology of military training. Driven by the new scientific and technological revolution and the industrial revolution, cutting-edge technologies such as artificial intelligence, big data, cloud computing, and the Internet of Things have accelerated their development. Technology giants have laid out the metaverse, and human real life has migrated to the virtual world more rapidly. The metaverse integrates a variety of emerging technologies, thus generating new Internet applications and new social forms that integrate the virtual and the real. Perception technology supports the integration of the virtual and the real in the metaverse, “AI+” technology supports the social nature of the metaverse, data transmission technology supports the real-time nature of the metaverse, electronic game technology supports the diversity of the metaverse, digital twin technology supports the sustainability of the metaverse, and blockchain technology supports the security of the metaverse. The future metaverse, where virtual and real are highly interconnected, is born out of, parallel to, and independent of the real world. It integrates all elements such as the Internet, virtual reality, immersive experience, blockchain, and digital twins to build a new basic ecology for intelligent military training.

The evolution of war has dominated the transformation and upgrading of military training. With the advent of the intelligent era, the war situation has accelerated its evolution towards informationization and intelligence. The informationized warfare system with “information acquisition and utilization as the core” will gradually transition to the intelligent warfare system with “intelligent simulation and expansion as the core”. The trend of long-range precision, intelligence, stealth, and unmanned weapons and equipment has become more obvious, and intelligent warfare has surfaced. At the same time, combat elements represented by artificial intelligence such as “AI, cloud, network, group, and terminal” and their diversified combinations have formed a new battlefield ecology. The metaverse has constructed a new battlefield space where virtual and real are integrated and parallel interactions occur. The traditional war winning mechanism is being profoundly changed. The development and changes in the form of intelligent warfare have compulsorily driven the transformation and reshaping of the military’s thinking and concepts, requiring the accelerated transformation and upgrading of military training, greater attention to the impact of technological development and changes on warfare, and the use of the “new engine” of training and warfare to achieve “accelerated” preparations.

Foreign militaries explore breakthroughs in military training models. In order to seize the strategic commanding heights of military intelligence, the world’s military powers attach great importance to the innovation of military training models. Some countries have begun to try to apply the metaverse and related technologies to military training. For example, the United States has successively released the National Security Strategy, the National Defense Strategy and the Department of Defense Transformation Plan, focusing on building an “all-round army” and forming a “full spectrum advantage”. It has also simultaneously formulated the Training Transformation Strategic Plan and the Training Transformation Implementation Plan, and proposed the concept of a comprehensive training environment (STE), the core of which is immersive and integrated virtual training, which intends to integrate real-time, virtual, constructive and gaming environments into a comprehensive training environment. Russia also attaches great importance to the development of virtual training systems. Almost all of its advanced weapons and equipment are equipped with corresponding virtual training systems, and are moving towards universalization and embedding. The United Kingdom, Germany, South Korea, etc. are also actively developing various professional military training virtual environments. Intelligent training supported by technologies such as artificial intelligence, virtual reality and augmented reality is gradually becoming the mainstream of military training research in powerful countries.

Clarifying the Advantages of Metaverse-Enabled Military Training

The emergence of new concepts in military training. Only by leading the opponent in thought can we gain the upper hand in action. The emergence of disruptive technologies will inevitably rewrite the current military training rules and systems, and will also innovate the existing military training thinking concepts. On the one hand, the metaverse has set off a hurricane-like “brainstorm”, and the training thinking led by “intelligence” has organically connected training with actual combat, and upgraded to intelligent military training thinking. On the other hand, new technologies and new means represented by the metaverse empower military training, strengthen the concept of winning by science and technology and intelligent drive, and greatly improve the scientific and technological content of military training, in order to control the initiative in future wars. In the future, the metaverse will create more impossible possibilities by constructing a virtual battlefield space, designing wars and evolving wars.

Innovate new theories of military training. War is the area that needs innovation the most. Military training must adapt to the development of intelligent warfare, and theoretical innovation and training practice must be driven by both. Training transformation will not happen automatically. It requires not only a sharp and profound foresight to grasp the general trend, but also a scientific, powerful and solid theory to drive forward. On the one hand, by keeping up with the development of the times and starting from new concepts and new cognition, we can build a scientific theoretical system for metaverse-enabled military training. On the other hand, by following the laws of combat-training coupling, we can establish an innovative model of intelligent military training theory with the characteristics of the times, allowing the metaverse to empower and improve the efficiency of promoting the iterative development of military training transformation.

Transform the new military training model. The combat style determines the training mode, and intelligent warfare changes the “rules of the game”. Military training for the next war must adapt to the requirements of future wars by changing the training mode. First, it can build an intelligent blue army with “both form and spirit”. With the help of optimized AI technology, powerful computing power support, and realistic performance simulation, the Metaverse follows the evolutionary process of “knowing the enemy, imitating the enemy, surpassing the enemy, and defeating the enemy” to create an intelligent blue army with platform support and data empowerment, and carry out “real” confrontation training and effect evaluation in the Metaverse space. Second, it can carry out new domain and new quality combat training. The metaverse expands the practical application path with new domains and new types of combat forces as the leading elements, highlights the research and development of training methods and tactics that are compatible with advanced combat concepts and winning mechanisms, and creates new forms of training such as unmanned and seamless human-machine collaboration, becoming a new point of combat power growth. Third, it can cultivate new types of military talents. At present, the educational metaverse has led the intelligent transformation of education. In the future, the military metaverse will accelerate the realization of intelligent interaction between people and equipment, deep integration between people and systems, and adaptive evolution between people and the environment, and promote the integrated development of “commanders” and “fighters” into “scientists” and “technicians.”

Reshape the new ecology of military training. The multi-dimensional perception, virtual-real integration, free creativity, and open development of the metaverse will make the future metaverse a fully immersive, time-transcending, self-creating and developing space. First, create a digital twin “battlefield metaverse”. The “battlefield metaverse” will be a typical manifestation of the metaverse in the military field, with stricter security and confidentiality standards, stronger simulation computing capabilities, and more real-time and detailed interaction requirements. Secondly, create a full-dimensional three-dimensional metaverse training environment. The metaverse uses technologies such as virtual reality, augmented reality, and mixed reality to create an immersive and complex scene environment; using powerful data and network support, it builds a full-dimensional space such as land, sea, air, space, electricity, and the Internet. Furthermore, a Metaverse verification platform for weapons and equipment will be built. The platform will have functions such as new weapon and equipment design demonstration, weapon and equipment performance test, weapon and equipment compatibility test, and weapon system combat effectiveness test. In the future, the Metaverse will greatly shorten the timeline for weapons and equipment to go from “weak intelligence” to “strong intelligence” and then to “super intelligence”, realizing the intelligence multiplication effect of weapons and equipment.

Grasping the Key Points of Metaverse-Enabled Military Training

Focus on top-level design. From the perspective of the development of things, the metaverse is a new thing, and its maturity has yet to be verified. Intelligent military training is also a complex, arduous and long-term system engineering, which requires strengthening strategic planning and top-level layout. We should pay close attention to the development trends and technological trends of the metaverse, and scientifically formulate the development plan of the “training metaverse”. In the context of the integration of intelligence, informatization and mechanization, we should give full play to the outstanding advantages of the metaverse, such as enabling trainees to undergo immersive experiential training, so that the metaverse can not only be a display platform for virtual technology, but also a practical platform for improving the effectiveness of military training.

Strengthen technology research and development. From a technical perspective, the Metaverse has reintegrated existing technologies in the information and intelligent technology group, proposed an overall innovative concept, and provided comprehensive application scenarios, thereby giving birth to new vitality. To accelerate the development of the “training Metaverse”, we must speed up the research on basic software and hardware technologies such as algorithm engines and network communications, strengthen the research and development capabilities of core technologies such as artificial intelligence, digital twins, blockchain, and the Internet of Things, and at the same time strengthen the overall technical design and research and development of the Metaverse, such as immersion, sociality, openness, collaboration, and decentralization.

Create training types. From the perspective of time and space, the metaverse may create a vast virtual war space, recreate the war environment, present the war process, and virtualize the future of war. An intelligent military training operation system based on the metaverse should be built, military training concepts should be updated in a timely manner, and innovations in military training models, management support, and legal mechanisms should be deepened. A dynamic and high-level combat-oriented military training environment based on the metaverse should be built to fully support strategic, campaign, and tactical training as well as war simulations. At the same time, in the process of “intelligent adaptation” of military training, we will achieve the expansion of wisdom and intelligent evolution towards the unknown space of military training with “innovation, openness, diversified iteration, and new intelligent ecology”.

Attach importance to risk prevention and control. From the perspective of safety and controllability, the concept and technology of the Metaverse brings innovative opportunities to intelligent military training, but the potential risks associated with the technology itself cannot be ignored. The Metaverse is a huge technology group, and its system architecture, key technologies, and application environment are still in the development and implementation stage. The supporting protection system, safety technology, and management standards will bring security risks. In addition, the integrated application of various emerging technologies in the construction process, the complexity and confidentiality in the application process will be the unknown factors for the key prevention and risk challenges of the Metaverse in military training.

現代國語:

侯春牧 王 勇

閱讀提示

元宇宙是脫胎於、平行、獨立於現實世界的人造線上虛擬世界,與現實世界平行、反作用於現實世界、多種高技術綜合,是未來元宇宙的三大特徵。元宇宙運行符合人類認識世界、改造世界的自然規律,提供了理解和發現現實復雜系統運行行為、狀態和規律的全新思維方式和探知客觀規律、改造自然和社會的新手段。研究元宇宙在外軍軍事訓練領域的運用,剖析元宇宙為軍事訓練領域帶來的機遇與挑戰,對破解智能化時代軍事訓練亟待解決的關鍵問題,推動科技強訓,促進軍事訓練模式創新發展,具有重要理論與實踐價值。

認知元宇宙賦能軍事訓練的背景

科技革命催生軍事訓練嶄新生態。在新科技革命和產業革命推動下,人工智慧、大數據、雲端計算、物聯網等前沿科技加速發展,科技巨頭紛紛佈局元宇宙,人類現實生活更快速向虛擬世界遷移。元宇宙整合多種新興技術,從而產生出虛實相融的互聯網新應用與社會新形態。感知技術支撐元宇宙的虛實相融性,「AI+」技術支撐元宇宙的社會性,數據傳輸技術支撐元宇宙的實時性,電子遊戲技術支撐元宇宙的多樣性,數字孿生技術支撐元宇宙的可持續性,區塊鏈技術支撐元宇宙的安全性。虛擬與現實高度互通的未來元宇宙,脫胎於、平行於、獨立於現實世界,將互聯網、虛擬現實、沉浸式體驗、區塊鍊及數字孿生等全要素融合,為智能化軍事訓練構建起全新基礎生態。

戰爭演進主導軍事訓練轉型升級。智能化時代到來,戰爭形態加速向資訊化智能化演變,以「資訊獲取利用為內核」的資訊化戰爭體系,將逐漸過渡至以「智慧模擬與拓展為內核」的智能化戰爭體系,武器裝備遠程精確化、智能化、隱身化、無人化趨勢更加明顯,智能化作戰浮出水面。同時,以「AI、雲、網、群、端」等人工智慧為代表的作戰要素及其多樣化組合,構成了新的戰場生態,元宇宙構建出虛實融生、平行互動的戰場新空間,傳統的戰爭制勝機理正在被深刻改變。智慧化戰爭形態發展變化,強制性驅動軍隊思維理念的變革重塑,要求加快實現軍事訓練轉型升級,更加重視科技發展變化對戰爭的影響,以練戰「新引擎」跑出備戰「加速」。

外軍探索開啟軍事訓練模式突破。為搶佔軍事智慧化戰略制高點,世界軍事強國高度重視軍事訓練模式創新,有的國家開始嘗試應用元宇宙及相關技術運用在軍事訓練方面。如美國先後發布《國家安全戰略》《國家防務戰略》和《國防部轉型計劃》,圍繞打造“全能型軍隊”、形成“全頻譜優勢”,同步製定了《訓練轉型戰略計劃》和《訓練轉型實施計劃》,並提出了綜合訓練環境(STE)理念,其內核是沉浸式、集成虛擬訓練,擬將實時、虛擬、建設性和環境到綜合培訓環境到綜合培訓中。俄羅斯也高度重視虛擬訓練系統開發,其先進武器裝備幾乎都配有相應虛擬訓練系統,並且正朝著通用化和嵌入化方向發展。英國、德國、韓國等也都積極發展各種專業軍事訓練虛擬環境。以人工智慧、虛擬現實與增強現實等技術為支撐的智慧化訓練,正逐漸成為強國軍隊訓練研究的主流。

明晰元宇宙賦能軍事訓練的優勢

萌發軍事訓練新理念。在思想上領先對手,才能在行動上贏得先機。顛覆性技術的出現必將改寫現行的軍事訓練規則制度,也必將革新現有的軍事訓練思維理念。一方面,元宇宙掀動颶風式的“頭腦風暴”,以“智”引領的練兵思維將訓練與實戰有機銜接起來,升級成智能化軍事訓練思維。另一方面,以元宇宙為代表的新技術新手段賦能軍事訓練,強化科技制勝、智慧驅動理念,大幅提升軍事訓練科技含量,以期掌控未來戰爭主動權。未來元宇宙透過構設虛擬戰場空間,設計戰爭並演化戰爭,將創造出更多不可能的可能性。

創新軍事訓練新論。戰爭是最需要創新的領域。軍事訓練要順應智慧化戰爭發展,理論創新與訓練實踐必須雙輪驅動。訓練轉型不會自動發生,既需要敏銳而深邃的前瞻性眼光把握大勢,更需要科學而強大的堅實理論驅動前行。一方面,緊跟時代發展,從新觀念新認知出發,可以建構元宇宙賦能軍事訓練的科學理論體系。另一方面,遵循戰訓耦合規律,可以建立具有時代特色的智慧化軍事訓練理論創新模式,讓元宇宙為推進軍事訓練轉型迭代發展賦能提效。

變革軍事訓練新模式。作戰樣式決定著訓練模式,智慧化戰爭改變著“遊戲規則”,預演下一場戰爭的軍事訓練必須通過變革訓練模式,來適應未來戰爭要求。一是能夠建造「形神兼備」的智慧藍軍。元宇宙藉由優化的AI技術、強大的算力支撐、逼真的效能仿真,依照「知敵、像敵、超敵、勝敵」的演化進程,打造以平台支撐、數據賦能等綜合集成的智能藍軍,並在元宇宙空間開展「真實」的對抗訓練和效果評估。二是能夠開展新域新質作戰研練。元宇宙拓展新域新質作戰力量為主導要素的實戰化運用路徑,突顯與先進作戰概念、制勝機理相適應的訓法戰法的研練,開創無人化、人機無縫協同等新樣式訓練,成為新的戰鬥力增長點。第三是能夠培養新型軍事人才。當前,教育元宇宙已經引領了教育智慧化變革。未來軍事元宇宙將加速實現人與裝備智慧互動、人與體系深度融合、人與環境適應進化,推動「指揮者」「戰鬥員」向「科學家」與「技術家」融合發展。

重塑軍事訓練新生態。元宇宙的多維感知性、虛實融合性、自由創造性、開放發展性等特點,使未來元宇宙將成為完全沉浸式的、超越時空的、自我創造發展的空間。首先,打造數字孿生的「戰場元宇宙」。 「戰場元宇宙」將是元宇宙在軍事領域的典型表現形態,具有更嚴格的安全保密標準、更強大的仿真計算能力、更實時的精細交互要求。其次,創造全維立體的元宇宙訓練環境。元宇宙運用虛擬現實、增強現實以及混合現實等技術,創造沉浸複雜的場景環境;利用強大的數據、網絡支撐,搭建起陸、海、空、天、電、網等全維空間。再者,建造武器裝備的元宇宙驗證平台。該平台將具備新型武器裝備設計論證、武器裝備性能試驗、武器裝備相容性試驗、武器系統體係作戰效能檢驗等功能。未來元宇宙將大幅縮短武器裝備從「弱智」到「強智」再到「超智」的時間軸,以實現武器裝備的智慧倍增效應。

掌握元宇宙賦能軍事訓練的重點

著重頂層設計。從事物發展上看,元宇宙作為新生事物,發展成熟尚待驗證。智慧化軍事訓練又是一項複雜、艱巨且長期的系統工程,需要加強戰略籌劃與頂層佈局。應密切關注元宇宙發展動向與技術趨勢,科學制定「訓練元宇宙」的發展規劃,在智慧化、資訊化、機械化「三化」融合的現實背景下,充分發揮元宇宙能讓受訓者沉浸式體驗式訓練等突出優勢,讓元宇宙不能只是虛擬技術的展示平台,而應成為提高軍事訓練效益的實踐平台。

加強技術研發。從技術意義上看,元宇宙把資訊化智能化技術群中已有的技術重新整合到了一起,提出了整體性創新性概念,給出了綜合性的應用場景,從而煥發出了新的生命力。加速「訓練元宇宙」的發展,要加速演算法引擎、網路通訊等基礎軟硬體技術研究,強化人工智慧、數字孿生、區塊鏈、物聯網等核心技術的研發能力,同時也要加強沉浸性、社交性、開放性、協作性、去中心化等元宇宙整體性技術設計與研發。

創設訓練種類。從時空視角來看,元宇宙可能構造出龐大無比的虛擬戰爭空間,重現戰爭環境,呈現戰爭進程,虛擬戰爭未來。應建構基於元宇宙的智慧化軍訓運行體系,及時更新軍事訓練思維理念,深化軍事訓練模式、管理保障、法規機制等創新。建構基於元宇宙的動態高階的實戰化軍事訓練環境,全面支持戰略、戰役和戰術訓練以及戰爭推演。同時,在軍事訓練「智適應」運作過程中,實現拓展生慧,向「創新開放、多元迭代、新智生態」的軍事訓練未知空間智能演進。

重視風險防控。從安全可控上看,元宇宙概念與技術為智慧化軍事訓練帶來創新機遇,但不容忽視的是技術本身伴生的潛在風險。元宇宙龐大的技術群,其體系架構、關鍵技術和應用環境等尚處於開發落地階段,配套防護體系、安全技術、管理標準等都會帶來安全風險,加上建設過程中多種新興技術的集成運用,運用過程中的復雜性與保密性,都將是軍事訓練元宇宙重點防範和風險挑戰的未知數。

來源:中國軍網-解放軍報 作者:侯春牧 王勇 責任編輯:於雅倩 出版:2024-01-16 06:50

中國原創軍事資源:http://www.81.cn/yw_208727/16280522.html

AI integrated into Chinese Armed Forces: PLA Strategic Support Force Developed Artificial Intelligence Innovation Capabilities

人工智慧融入中國軍隊:解放軍戰略支援部隊發展人工智慧創新能力

現代英語:

Artificial Intelligence ( AI ) technology has advanced by leaps and bounds in recent years . All major powers have developed advanced AI capabilities and attempted to effectively integrate AI into their armed forces. Beijing has also released an ambitious plan to make China a global leader in advanced artificial intelligence by 2030. Chinese Communist Party leader Xi Jinping also reiterated at the 20th Party Congress that China should attach equal importance to the development of artificial intelligence and “intelligent warfare.”

Although China’s strategic goals in the field of artificial intelligence are clear, how it will integrate artificial intelligence into the People’s Liberation Army remains opaque. But at least the recently established PLA Strategic Support Force (SSF) provides some clues: the organization has been given an innovative mission and is responsible for integrating multiple “strategic functions.” To effectively understand the Strategic Support Force, we need to explore whether it will have a “game-changing” impact in future conflicts, where mastery of the information domain and effective integration of artificial intelligence may determine victory or defeat.

The PLA’s “Joint Operationality”: Strategic Support Force

The PLA underwent major reforms in 2015, partly motivated by the need to shift the PLA’s force focus from land territorial defense to extended force projection to ensure China’s strategic interests in areas such as space, cyber warfare and the far seas. A key element of these reforms is the creation of the Strategic Support Force, which concentrates tasks in these broad areas.

The Strategic Support Force (SSF) is tasked with integrating many “strategic” functions and capabilities previously dispersed across the PLA, including space, cyber, information, and psychological warfare. Today, the Strategic Support Force consists of two departments covering these functions: the Space Systems Department, which is responsible for all space-related missions; and the Cyber ​​Systems Department, which undertakes the PLA’s broad information warfare activities.

The ultimate goal of the Strategic Support Force is to gain information advantage, achieve decision-making advantage, and thus achieve ultimate victory. Analysts recently concluded that its mission is likely to support the pursuit of information superiority and can be divided into two categories: providing strategic information superiority and support capabilities to the PLA’s top leadership, including counter-space operations and offensive cyber warfare, and providing information support services to theater military commands.

The Strategic Support Force appears to be designed to enhance the PLA’s “jointness,” or its ability to conduct joint operations. Historically, the PLA has faced challenges integrating joint operations due to the difficulty in innovating and implementing new command and control and intelligence, surveillance, and reconnaissance capabilities. Because the information support provided by the Strategic Support Force is likely to include “intelligence, surveillance and reconnaissance to achieve operational and strategic objectives”, some experts believe that the Strategic Support Force plays a key role in improving the overall joint combat effectiveness of the PLA.

The SSF also appears to have several mechanisms in place to develop or acquire technology in order to carry out its mission effectively. While the SSF is not the only agency within the PLA with this function, the SSF is responsible for more AI-related equipment contracts than any other service in the PLA. For example, the Strategic Support Force has made significant investments in artificial intelligence innovation, leveraging citizen partnerships to acquire new technologies such as intelligence, surveillance and reconnaissance, autonomous vehicles, information and electronic warfare, simulation and training, and target identification.

On December 31, 2015, the founding ceremony of the leadership bodies of the People's Liberation Army (PLA) Ground Force, the PLA Rocket Force, and the PLA Strategic Support Force was grandly held at the Bayi Building in Beijing. Xi Jinping awarded military flags to the Army, Rocket Force and Strategic Support Force and delivered a speech. Photo/Xinhua News Agency
On December 31, 2015, the founding ceremony of the leadership bodies of the People’s Liberation Army (PLA) Ground Force, the PLA Rocket Force, and the PLA Strategic Support Force was grandly held at the Bayi Building in Beijing. Xi Jinping awarded military flags to the Army, Rocket Force and Strategic Support Force and delivered a speech. Photo/Xinhua News Agency

PLA Artificial Intelligence Innovation

The U.S. National Security Council pointed out in its 2022 final report that “while artificial intelligence will be widely used in all fields, the large amount of data associated with space, cyber, and information operations makes these application cases particularly suitable for priority integration of AI technology in war simulations, exercises, and experiments.” This is exactly the area where the Strategic Support Force operates.

Many of the Strategic Support Force’s functions involve processing a variety of diverse, large volumes of rapidly changing information flows at speeds exceeding human capacity, making them excellent candidates for the application of artificial intelligence. For example, AI can help create and maintain situational awareness and can be used for prediction by collecting, integrating and analyzing information. AI can also be used to analyze the consequences and planning of potential actions and conduct war simulations.

However, actual command decisions are made by the theater military command or the Joint Chiefs of Staff. At the same time, the development of AI for decision-support applications may be the responsibility of other PLA components, such as the National University of Defense Technology and the Academy of Military Sciences, rather than the Strategic Support Force. Nevertheless, in providing information support to these decision makers, the Strategic Support Force is likely to play an important role in human-machine interface interaction with such artificial intelligence systems, thereby effectively supporting decision making.

At the same time, of the twelve major military applications currently being developed by the PLA, at least five are closely related to the missions of the Strategic Support Force, namely smart satellites, intelligence, surveillance and reconnaissance software, automated cyber attack software, cognitive electronic software, and possible automated vehicles, including:

  1. Space Battle
  2. Cyber ​​Warfare
  3. Electronic warfare
Schematic diagram. The picture shows facial recognition technology demonstrated at the "Security China" held in Beijing, China in 2018. Photo/Associated Press

While many applications of AI within the SSU mission area can be identified today, the most important long-term impacts may be difficult to predict. Furthermore, the AI ​​plans proposed in China’s national white paper are not consistent with actual innovation progress.

In fact, most of China’s major investments in AI appear to be business-related and have little to do with military missions. Some assessments suggest that previous estimates of China’s current AI capabilities may be overstated. This means that it is not possible to immediately see the effective integration of artificial intelligence into the PLA’s mission areas, but the Strategic Support Force does have the mission of gaining information advantages to achieve decision-making advantages and ultimate victory.

As for artificial intelligence, it means that the Strategic Support Force must integrate artificial intelligence applications to make up for the PLA’s weaknesses in ensuring and utilizing information advantages. But this does not mean that the Strategic Support Force will become the focus of the PLA’s overall artificial intelligence innovation.

While many of the SSF’s missions are amenable to AI and there may be synergies between missions for applying AI, it is unclear which applications the SSF will use, whether these synergies are feasible, and whether the SSF has the capability to execute them. There will inevitably be a certain degree of prioritization in innovation for specific AI applications that are differentiated across different tasks.

China is determined to become a global leader in artificial intelligence and apply its technology to military missions to suppress U.S. advantages in the Indo-Pacific region. In many ways, the SSF has the advantages to achieve these goals, including a relaxed policy environment that promotes innovation, the SSF’s clear innovation responsibilities, and senior leadership support for “smartness.” The SSF also builds partnerships with China’s high-tech commercial sector and academia. These efforts are consistent with China’s military-civil fusion agenda, which aims to overcome barriers that prevent the People’s Liberation Army from acquiring resources from the commercial sector.

Schematic diagram. Photo/Associated Press
Schematic diagram. Photo/Associated Press

Obstacles to the Strategic Support Force’s Implementation of the PLA’s Innovation Plan

However, the Strategic Support Force also faces huge obstacles in implementing the People’s Liberation Army’s innovation-driven plan. The SSF and the PLA as a whole will face several challenges in AI applications, including attracting and retaining high-quality high-tech talent and mainland China’s inability to domestically develop and manufacture advanced logic and memory chips that are critical to developing cutting-edge AI—a clear weakness now that the United States has disrupted its supply of high-end semiconductors. In addition, research institutions in the United States and other Western countries are now increasingly cautious about collaborating with Chinese researchers in fields such as artificial intelligence, which have significant military potential.

The PLA’s limited combat experience has led to a lack of relevant “real and empirical” data, which may hinder the development of decision-making support artificial intelligence systems. More importantly, unless the PLA focuses on understandable, trustworthy AI, the use of AI systems with opaque operations, uncertain effective areas, and uncertain failure modes could cause serious damage.

For the national army , although there may be some limitations and uncertainties in the military application of artificial intelligence, with the continuous development and maturity of artificial intelligence technology, its application potential in the military field is still huge. As technology advances, we can expect to see more artificial intelligence systems introduced into military applications to improve operational efficiency and combat effectiveness.

However, to ensure that artificial intelligence technology can be robustly applied to military missions, it is necessary to strengthen technology research and development and testing, ensure the safety and reliability of the system, and rationally plan and manage the use of artificial intelligence technology. Only in this way can we better utilize artificial intelligence technology to enhance the information-based combat effectiveness of our military and achieve stronger and more robust combat capabilities.

現代國語:

近年來人工智能(Artificial Intelligence, AI)技術突飛猛進,所有主要大國都發展先進的AI能力,並試圖將AI有效地融入武裝力量。北京亦發佈雄心勃勃之計畫,要求2030年將中國建設成為全球先進人工智能強國。中共領導人習近平亦於第20次黨代表大會再次強調,中國應於人工智慧領域發展與「智慧戰爭」 並重。

雖然中國大陸於人工智能領域的戰略目標明確,但其如何將人工智能融入解放軍仍然是不透明的。但至少,最近成立的解放軍戰略支援部隊(Strategic Support Force, SSF)提供了一些線索:該組織賦予了創新任務,負責整合多種「戰略功能」。為了有效理解戰略支援部隊,探究它是否將在未來衝突中產生「改變遊戲規則」的影響,其中掌握資訊領域和有效整合人工智能可能決定勝負。

解放軍的「聯合作戰性」:戰略支援部隊

2015年解放軍軍隊進行重大改革,部分動機是將解放軍武力重點從陸地領土防禦轉向延伸武力投射,以確保中國在太空、網絡戰和遠海等領域的戰略利益。這些改革的主要關鍵要素即為成立戰略支援部隊,集中了這些廣泛領域中的任務。

戰略支援部隊(SSF)的任務是整合先前分散在解放軍各部隊的許多「戰略」職能和能力,包括太空、網絡、資訊與心理戰等。如今,戰略支援部隊由兩個部門組成,涵蓋了這些職能:太空系統部門,負責所有與太空有關的任務;網路系統部門,承擔解放軍廣義的資訊戰活動。

戰略支援部隊最終目標是獲得資訊優勢,實現決策優勢,從而取得最終勝利。分析家最近得出結論,其任務很可能是支援追求資訊優勢,並可分為兩類:為解放軍最高層領導提供戰略資訊優勢和支援能力,包括反太空行動和攻擊性網絡戰,以及向戰區軍事指揮部提供資訊支援服務。

戰略支援部隊設計似乎旨在提升解放軍的「聯合作戰性」,或其進行聯合作戰的能力。歷史上,因新的指揮掌控與情報、監視和偵察能力的創新和實施方面實存在困難性,解放軍在整合聯合作戰方面面臨挑戰。因戰略支援部隊提供的資訊支援很可能包含「情報、監視和偵察,以實現作戰和戰略目標」,一些專家認為戰略支援部隊在提高解放軍整體聯合作戰性方面起到了關鍵作用。

為了有效遂行任務,戰略支援部隊似乎還擁有若干機制來開發或取得技術。雖然戰略支援部隊並非解放軍內唯一承擔此功能的機構,戰略支援部隊負責與人工智能相關的裝備合約比解放軍的任何一個服務都要多。例如戰略支援部隊在人工智慧創新方面進行了大量投資,利用公民合作夥伴關係來獲取情報、監視和偵察、自主車輛、資訊與電子戰、模擬與訓練、以及目標識別等新技術。

2015年12月31日,中國人民解放軍陸軍領導機構、中國人民解放軍火箭軍、中國人民解放軍戰略支援部隊成立大會在北京八一大樓隆重舉行。習近平授予陸軍、火箭軍、戰略支援部隊軍旗並致訓詞。 圖/新華社
2015年12月31日,中國人民解放軍陸軍領導機構、中國人民解放軍火箭軍、中國人民解放軍戰略支援部隊成立大會在北京八一大樓隆重舉行。習近平授予陸軍、火箭軍、戰略支援部隊軍旗並致訓詞。 圖/新華社

解放軍人工智慧創新

美國國家安全委員會於2022年最終報告中指出,「雖然人工智能將在所有領域普遍應用,但與空間、網絡和信息作戰領域相關的大數據量,使得這些領域的應用案例特別適合優先整合AI技術應用於戰爭模擬、演習和實驗。」而這正是戰略支援部隊所運營的領域。

戰略支援部隊許多功能涉及處理各種多樣、大量和快速變化之信息流,處理速度超過人類容量,都是應用人工智能的絕佳候選領域。例如,人工智慧可以幫助創建和維持態勢感知,透過收集、整合和分析信息,也可用於預測;另人工智能還可於分析潛在行動的後果與規劃、進行戰爭模擬。

然而實際指揮決策則由戰區軍事指揮部或聯合參謀部負責。同時,用於決策支援應用的人工智慧的開發可能由其他解放軍組成部分,如中國國防科技大學和軍事科學院,並非由戰略支援部隊負責。儘管如此,在為這些決策者提供資訊支援方面,戰略支援部隊很可能在與此類人工智慧係統進行人機界面互動發揮重要作用,並進而有效支援決策制定。

與此同時,解放軍刻正開發的十二個主要軍事應用中,至少五個與戰略支援部隊的任務密切相關,分別是智慧衛星、情報、監視和偵察軟件、自動化網絡攻擊軟件、認知電子軟件以及可能的自動化車輛,包含:

太空戰
對於太空戰,解放軍可能探索應用人工智能,內含用於管理大規模衛星;與在地球觀測資料集分析(處理和目標識別衛星圖像);認知無線電技術,一種「智慧」無線電技術,旨在藉由自主切換頻道來避免干擾和擁擠,從而使空間通訊更加高效;自主衛星操作,以彌補有限的帶寬和延遲與減輕地面衛星操作員的工作負荷。

網路戰
網路戰,即為網路安全和電子戰都依賴於即時處理大量資料以識別威脅並更新防禦措施。如藉由人工智能引導對敵對網絡的指引,亦可同時支援技術偵察和網絡攻擊。此任務處於戰略支援部隊的職責範圍內,此部隊的創立旨在鞏固解放軍在網路安全和電子戰方面的聯繫。自動化還可以提高網絡防禦的速度和規模,減輕先前解放軍面臨的限制。

電子戰
人工智能亦可協助電子戰,增強電子戰系統的自主性。如人工智能可以識別和分類雷達或通訊系統的信號,檢測和分類幹擾器,提高幹擾信號的到達方向估計,開發高效的抗干擾協議與即時更新防禦措施(認知電子戰)。


示意圖。圖為2018年中國北京舉行的「安全中國」(Security China)上展示的人臉辨識技術。 圖/美聯社

雖然目前可確定戰略支援單位任務範圍內許多人工智能的應用,但最重要的長期影響可能難以預測。此外,中共國家白皮書中提出的人工智慧計劃並非與實際的創新進展一致。

實際上,中共於人工智能大部分重要投資似乎與商業相關,與軍事任務關係不大。一些評估先前關於中國當前人工智能能力的估計可能過於誇大。意謂不可能立即看到人工智能有效整合於解放軍的任務領域,但戰略支援部隊確實賦予提取信息優勢以實現決策優勢和最終勝利的任務。

至於人工智能方面,意謂戰略支援部隊必然整合人工智能應用,以彌補解放軍在確保和利用資訊優勢方面之弱點。但這不意謂戰略支援部隊將成為解放軍整體人工智慧創新的焦點。

儘管戰略支援部隊的許多任務均適用於人工智能,而且在任務之間可能存在應用人工智能的協同效應,但目前尚不清楚戰略支援部隊將使用哪些應用,這些協同效應是否具有可行性,與戰略支援部隊是否有能力執行。對於在不同任務中具有差異的特定人工智慧應用,創新中必然會存在一定程度的優先考慮。

中國決心成為全球人工智慧領域領導者,並將其技術應用於軍事任務,以壓制美國在印太地區的優勢。在許多方面,戰略支援部隊都具備説明實現這些目標的優勢,包括寬鬆的政策環境促進創新、戰略支援部隊明確的創新職責以及高層領導對「智慧化」的支持。戰略支援部隊也與中國的高科技商業部門和學術界建立合作關係。這些努力與中國的軍民融合協議一致,旨在克服妨礙解決中國人民解放軍從商業部門獲取資源屏障。

戰略支援部隊執行解放軍創新計畫的障礙

不過戰略支援部隊在執行中國人民解放軍創新驅動計畫時,亦面臨巨大障礙。戰略支援部隊和解放軍總體上將在人工智能應用面臨一些挑戰,包括吸引和留住高素質高科技人才,與中國大陸無法於國內研發和製造對開發尖端人工智能至關重要的先進邏輯和存儲芯片——這是目前美國已中斷對高端半導體的供應所導致的明顯弱點。此外,美國和其他西方國家的研究機構現在對與具有重大軍事潛力的人工智能等領域的中國研究人員進行合作越來越謹慎。

根據解放軍有限的戰鬥經驗,導致了相關「實踐實證」資料匱乏,可能妨礙發展決策支援人工智慧系統。更重要的是,除非解放軍專注於可理解、值得信賴的人工智能,否則使用具有不透明操作、不確定有效區域和不確定故障模式的人工智能係統可能會造成嚴重損害。

對於國軍而言,儘管人工智能於軍事應用可能存在一些限制和不確定性,但隨著人工智能技術的不斷發展和成熟,其在軍事領域的應用潛力仍然巨大。隨著技術的進步,我們有望看到更多人工智慧係統被引入軍用應用中,提高作戰效率和戰鬥力。

然而,要確保人工智能技術能夠穩健地應用於軍事任務中,需要加強技術研發和測試,確保系統的安全性和可靠性,以及合理規劃和管理人工智能技術的使用。只有這樣,我們才能更好地利用人工智慧技術來提升國軍資訊化戰鬥力,並實現更強大、更穩健的作戰能力。

中國原創軍事資源:https://opinion.udn.com/opinion/story/123525/7360758884

Uncertainty – Fog of War and the Way to Win in Modern Warfare for China’s Military

不確定性-戰爭迷霧與中國軍隊在現代戰爭中的勝利之道

現代英語:

Wars in different eras have different characteristics, and the “fog of war” that accompanies them is constantly changing. Often when people feel that they have basically seen the way to win through multi-faceted exploration, the next war presents new uncertainties. Local wars such as the Syrian War and the India-Azerbaijan conflict have demonstrated the multifaceted and complex nature of modern warfare from different perspectives. It can be seen that although traditional firepower warfare is still on the stage, the characteristics of intelligence have already emerged; although the combat type is still an offensive and defensive struggle, the combat guidance, environmental conditions, and specific methods of play have undergone profound changes. Wars are accelerating their evolution towards intelligence. The battlefield space has expanded from land, sea, air, space, electricity, and the Internet to space, polar regions, deep sea, and cognitive confrontations. The game competition has changed from military confrontation to multi-dimensional competitions such as politics, economy, science and technology, and public opinion. The participating forces have developed from the two warring parties to global attention and multi-dimensional intervention. Information intelligence has moved from auxiliary support to comprehensive dominance, full penetration, and full coverage. The combat unit has evolved from scale optimization to small, micro, and sophisticated, and the form is scattered and capable. Intelligence and hybrid have become basic trends. In the face of evolving wars and new uncertainties, we need to be sensitive to change and respond proactively, accumulate momentum and forge ahead in the midst of change, so as to achieve leadership and surpass others and seize the opportunity to win.

Enhance the hybrid nature of war based on the “pan-variability”. War is the continuation of politics and has never been a simple military confrontation. In the era of intelligence, visible struggles and invisible struggles coexist, battlefields with gunpowder smoke and silent battles coexist, and gray areas, hybrid warfare, and marginal conflicts coexist. In the face of fierce and complex competitive game situations, it is necessary to accelerate the construction of a hybrid warfare system with military as the cornerstone. First, enrich strategic options. Closely follow the characteristics of the times, strengthen the exploration of the characteristics and laws of non-military confrontation and the construction of power means, implement relevant preparations, and form comprehensive advantages. Secondly, enhance invisible strength. Attach importance to geopolitical, cultural, psychological and other aspects of research, and form an effective discourse system through think tank exchanges, academic promotion, cultural integration, legal construction, media propaganda and other means to influence the other party’s cognition in a silent way. Thirdly, unite the forces of peace. Take the construction of a united front in the new era as an important means of hybrid confrontation, unite all forces that can be united, and enhance international influence and appeal.

Enhance the flexibility of tactics based on the “smart change” of the battlefield. Looking at recent local wars and conflicts, due to factors such as the regional dimension and the strength of both sides, the traces of traditional warfare are still relatively obvious, but intelligent and unmanned warfare has irreversibly come to the fore. It can be foreseen that comprehensive intelligent warfare is not far away, the extension range of weapons and equipment will be farther and wider, the combat perspectives of the opposing sides will be larger and wider, and the degree of hinge fusion between the physical domain, network domain, and cognitive domain will be deeper. The battlefield with deep “smart change” calls for concepts and tactics that are adapted to it. We should accelerate the promotion of intelligent thinking, intelligent technology, and intelligent network aggregation and empowerment to form a flexible closed link with fast perception, fast decision-making, fast judgment, fast action, and fast feedback, based on “OODA” and the kill chain to beat the slow with the fast and change with change. Relying on intelligent computing power and intelligent algorithms, we design wars in advance, build various models, and innovate tactics and training methods in peacetime. In wartime, we analyze the battle situation in real time, keenly seize opportunities, and make precise decisions and actions. We use “military + technology”, “theory + experiment”, and “algorithm + tactics” to integrate the art of strategy with intelligent technology to achieve a combination of the strange and the orthodox, take the lead in rapid changes, and win by intelligence.

Enhance the plasticity of forces based on the “micro-change” of units. One of the important characteristics of modern warfare is that large systems support elite combat, and combat units are becoming increasingly miniaturized, integrated, and modular. We must focus on the combat unit, the end of combat effectiveness, and forge a “sharp knife” and “sharp blade” that is small, fine, micro, and strong to adapt to intelligent warfare. On the one hand, strengthen its ability to integrate into the system and connect all parties, rely on ubiquitous access to information networks, and achieve decentralized combat and energy concentration through flexible matching and rapid reorganization; on the other hand, strengthen its independent decision-making and improvisation capabilities, improve robustness and self-recovery, and be able to survive, respond to emergencies, and fight in extreme situations. It is possible to explore the formation of a “micro-unit” concept force, implement a flexible organization, do not fix the number of personnel, and do not restrict the field. Advanced combat theories, new combat formations, and new weapons and equipment can be tested and verified in advance, so as to explore ways to achieve cloud combat, cloud joint, cloud energy gathering, and self-combination at the end of the strike chain.

Enhance strategic bottom line based on deterrence “evolution”. Deterrence has a long history like war. With the in-depth application of intelligent technology and weapons and equipment, the connotation and extension, force means, form and effect of deterrence are changing. Although traditional nuclear deterrence is still the cornerstone of bottom line, new deterrence capabilities have been quietly formed, requiring higher determination, strength, wisdom, and strategy. Focusing on the role of deterrence in blocking the enemy invisibly in peacetime, controlling the situation at the key in times of crisis, and winning the final victory in wartime, we should focus on strengthening the strong and making up for the weak, opening up new areas, and long-term strategy to maximize the strategic value of deterrence. First, we should give equal importance to conventional and unconventional, accelerate the development of new weapons and new forces, and achieve the predetermined deterrence intention through actual combat training and actual combat deployment, supplemented by the expression and transmission of strategic will. Secondly, we should continue to study new combat concepts and new combat theories, and promote the transformation of theories from “soft” to “hard” through academic exchanges, think tank collisions, and multi-track and multi-layer confrontations, and transform them into real deterrence. Thirdly, accelerate the transformation of science and technology into the military field, increase research efforts in cloud computing, blockchain, quantum technology, etc., and strive to form a potential deterrent to opponents.

現代國語:

郭呈淵 趙中其

不同時代的戰爭有不同的特點,而與之相伴的「戰爭迷霧」也在不斷變幻。往往當人們透過多方探索、感覺已經基本看清其中的勝利之道時,下一場戰爭又呈現出新的不確定性。敘利亞戰爭、亞阿衝突等局部戰爭,從不同側面展示了現代戰爭的多面性、複雜性。可以看到,傳統火力戰雖仍在舞台之中,但智慧化特徵已然顯現;作戰類型雖仍為攻防爭奪,但作戰指導、環境條件、具體打法已深刻變化。戰爭正加速向智慧化演進,戰場空間由陸、海、空、天、電、網向太空、極地、深海、認知等全域對抗拓展,博弈比拼由軍事對決向政治、經濟、科技、輿論等多維較量轉變,參與力量由交戰雙向全球關注、多元介入方向發展,資訊智能由輔助支撐向全面主導、全程貫穿、全域覆蓋邁進,作戰單元由規模集優向小微精尖、形散能聚演化,智能、混合成為基本趨勢。面對嬗變中的戰爭和新的不確定性,需要敏銳知變、積極應變,於變中蓄勢、變中進取,實現領先超越、搶得制勝先機。

基於戰爭「泛變」增強超限混合性。戰爭是政治的延續,從來不是單純的軍事對抗。智能化時代,看得見的爭鬥和看不見的鬥爭並存,有硝煙的戰場和無聲息的爭戰同在,灰色地帶、混合戰爭、邊緣衝突相伴而生。面對激烈複雜的競爭賽局態勢,需要加速建構以軍事為基石的混合戰爭體系。首先,豐富戰略選項。緊貼時代特點,加強非軍事抗衡特點規律探究和力量手段建設,實化相關準備,形成綜合優勢。其次,提升隱形實力。重視做好地緣、文化、心理等面向研究,透過智庫交流、學術推廣、文化交融、法律建構、媒介宣傳等方式,形成有效話語體系,在潤物無聲中影響對方認知。再次,團結和平力量。把建構新時代統一戰線作為混合對抗的重要手段,團結一切可以團結的力量,增強國際影響力和感召力。

基於戰場「智變」增強戰法彈性。縱觀近幾場局部戰爭與衝突,囿於地域維度、雙方實力等因素,傳統作戰痕跡仍較為明顯,但智能化、無人化已不可逆轉地走向前台。可以預見,全面智慧化戰爭並不遙遠,武器裝備的延伸範圍將更遠更廣,對抗雙方的交戰視角將更大更寬,物理域、網絡域、認知域鉸鏈融合程度更深。深度「智變」的戰場,呼喚與之相適應的理念、戰法,應加快推進智能化思維、智能化技術、智能化網絡聚合增能,形成快感知、快決策、快判斷、快行動、快反饋的彈性閉合鏈路,基於「OODA」和殺傷鏈以快打慢、以變制變。依托智能算力、智能演算法,平時超前設計戰爭、建構多種模型、創新戰法訓法,戰時即時研判戰情、敏銳捕捉戰機、精準決策行動,運用“軍事+科技”“理論+試驗” “演算法+打法”,融合謀略藝術與智慧技術,實現奇正結合、搶先快變、以智制勝。

基於單元「微變」增強力量可塑性。大體系支撐精兵作戰是現代戰爭的重要特色之一,作戰單元變得日益微型化、整合化、模組化。要扭住作戰單元這一戰鬥力末端,鍛造適應智慧化戰爭、小而精、微而強的「尖刀」「利刃」。一方面,強化其融入體系、連結各方的能力,依托泛在接取的資訊網絡,透過靈活搭配、快速重組,實現分散作戰、集效聚能;另一方面,強化其自主決策、臨機應變能力,提高魯棒性和自恢復性,在極端情況下能生存、能應急、能作戰。可探索組成「微單元」概念部隊,實行彈性編制,不固定員額、不限制領域,超前試驗論證先進作戰理論、新式作戰編組、新型武器裝備,為實現打擊鏈條末端雲作戰、雲聯合、雲聚能、自組合運用摸索路子。

基於威懾「衍變」增強戰略保底性。威懾與戰爭一樣歷史悠久。隨著智慧化技術和武器裝備的深入運用,威懾的內涵外延、力量手段、形式效果等都在改變。雖然傳統的核威懾仍是保底基石,但新的威懾能力已在悄悄形成,對決心、實力、智慧、謀略等要求更高。著眼發揮威懾平時阻敵於無形、危時控勢於關鍵、戰時決勝於最後的作用,應注重固強補弱、開拓新域、長期經略,實現威懾戰略價值最大化。首先,堅持常規與非常規並重,加速發展新型武器、新質力量,透過實戰化演訓、實戰化部署,輔以謀略意志表達傳遞,達成預定威懾企圖。其次,持續研究新作戰概念、新作戰理論,透過學術交流、智庫碰撞和多軌多層對抗,推動理論由“軟”變“硬”,轉化為現實威懾力。再次,加速科技向軍事領域轉化進程,在雲端運算、區塊鏈、量子科技等方面加強研究力度,努力形成對對手的潛在嚇阻。

中国军网 国防部网

2022年9月16日 星期五

中國原創軍事資源:http://www.81.cn/jfjbmap/content/2022-09/16/content_324164888.htm

Create a New Situation for China’s National Defense and Chinese Military Modernization

開創中國國防與軍隊現代化建設新局面

現代英語:

National Defense University Research Center for Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era

The Third Plenary Session of the 20th CPC Central Committee is a very important meeting held at a critical period of comprehensively promoting the great cause of building a strong country and national rejuvenation with Chinese-style modernization. It focuses on studying and deploying the issues of further comprehensively deepening reform and promoting Chinese-style modernization, and makes strategic deployments for continuously deepening national defense and military reforms, drawing a blueprint for the new journey of relaying reforms to strengthen the military and constantly creating a new situation in national defense and military modernization. All levels of the military should earnestly study and implement the spirit of the Third Plenary Session of the 20th CPC Central Committee, unify their thoughts, wills and actions, and thoroughly implement the strategy of reforming and strengthening the military, so as to provide strong guarantees for achieving the goal of building the army for 100 years as scheduled and basically realizing national defense and military modernization.

Reform is a key move in designing and shaping the future of the military

Reform and opening up are the most prominent features and the most magnificent aura of contemporary China. The military field is the field with the most intense competition and confrontation, and it is also the field with the most innovative vitality and the most need for reform and innovation. Whether a military can possess an unremitting spirit of reform and a pioneering and enterprising spirit of innovation is an important indicator of its ability to win. Deepening the reform of national defense and the military is the only way to strengthen the military. The driving force for strengthening the military lies in reform, the way out lies in reform, and the future also lies in reform.

The strength of the People’s Army comes from reform and innovation, and the victory of the People’s Army comes from reform and innovation. The history of the growth and development of the People’s Army is a history of reform and innovation. From the establishment of a complete set of principles and systems for building the army under the absolute leadership of the Party during the Agrarian Revolution, to the implementation of the policy of streamlining the military during the War of Resistance Against Japanese Aggression; from the establishment of five major field armies during the War of Liberation, to the repeated adjustments to the system and organization after the founding of New China, to the massive reduction of millions of troops in the new era of reform and opening up and socialist modernization… The People’s Army has been fighting and reforming, building and reforming, and has become stronger and stronger. From the “Sixteen-Character Formula” of the Red Army period, to the “Protracted War” of the Anti-Japanese War, from the “Ten Military Principles” of the Liberation War, to the “piecemeal” of the War to Resist U.S. Aggression and Aid Korea, to the continuous adjustment of military strategic policies after the founding of New China… The People’s Army learned war from war, explored laws from practice, and wrote a vivid chapter of continuous innovation in the art of war leadership in the history of world military. Along the way, reform and innovation have always been an important magic weapon for our army to grow from small to large, from weak to strong, and continuously from victory to victory. Deepening the reform of national defense and the military is the requirement of the times to realize the Chinese Dream and the dream of a strong military, the only way to strengthen the military, and a key move to determine the future of the military. At present, it is a period of hard struggle to achieve the goal of building the army for 100 years. In order to defend national sovereignty, security, and development interests with stronger capabilities and more reliable means, and to provide strategic support for comprehensively promoting the great rejuvenation of the Chinese nation with Chinese-style modernization, it is necessary to continue to deepen the reform of national defense and the military.

Only reformers can make progress, and only innovators can become strong. President Xi Jinping stressed that “the new military revolution has provided us with a golden opportunity. We must seize the opportunity and work hard to not only keep up with the trend and the times, but also strive to be at the forefront of the times.” In today’s world, the new military revolution is surging, the intelligent warfare form is gradually showing its true face in the practice of war, and the new military technology and weapons and equipment system are further affecting the rules of war. All these require us to maintain a keen sense of reform and cutting-edge innovative thinking, base ourselves on the actual development of our army, focus on the needs of preparing for war, think deeply about the new force structure and winning logic necessary to win modern wars, rely on reform to continuously optimize the military system, improve the effectiveness of military governance in line with actual combat requirements, and go all out to fight a tough battle to achieve the goal of building the army for the centenary.

Comprehensively deepening reform has achieved great changes in the People’s Army in the new era

Since the 18th CPC National Congress, the CPC Central Committee with Comrade Xi Jinping as its core has, with great political courage and wisdom, pushed forward the theory and practice of reform of socialism with Chinese characteristics to a new breadth and depth. In the new era and new journey, we must insist on deepening reform to gain creativity, cohesion and combat effectiveness, and insist on the unchanged direction, unswerving path and unreduced efforts, and continuously push forward the modernization of national defense and the army with better strategies, higher efficiency and faster speed, and resolutely complete the mission and tasks of the new era entrusted by the Party and the people.

Grasp the overall changes in deepening national defense and military reforms. Since the Third Plenary Session of the 18th CPC Central Committee, the People’s Army has adhered to the guidance of Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era, thoroughly implemented Xi Jinping’s Thought on Strengthening the Army, and taken the Party’s goal of strengthening the army in the new era as its guide. It has comprehensively implemented the strategy of reform and strengthening the army, and has thoroughly resolved the institutional obstacles, structural contradictions, and policy issues that have long constrained national defense and army building, promoted the reform of the leadership and command system, the reform of the scale structure and force composition, and the reform of military policies and systems, and achieved historic achievements in deepening the reform of national defense and the army. The People’s Army has achieved an overall revolutionary reshaping; the new system, structure, pattern, and appearance have made our army’s winning advantage more prominent, its innovative vitality continuously released, and its morale more uplifting. Practice has fully proved that as long as we unswervingly continue to deepen the reform of national defense and the military, we will be able to create a new situation in the modernization of national defense and the military.

Adhere to the ideological guidance of deepening the reform of national defense and the military. President Xi’s series of important strategic thoughts on deepening the reform of national defense and the military, which are directional, fundamental, and overall, have profoundly clarified the contemporary significance, essential attributes, fundamental guidance, goals and tasks, core requirements, important directions, strategic measures, and scientific methods of deepening the reform of national defense and the military. To carry out the reform of national defense and the military to the end, we must adhere to Xi Jinping’s Thought on Strengthening the Military as the general guidance and general compliance, and consistently use Xi Jinping’s Thought on Strengthening the Military to arm the minds of officers and soldiers, further unify thoughts, deepen understanding, and use it to guide reform practice, further work on resolving deep-seated contradictions and problems, promote the implementation of reform arrangements, and realize the determination and intentions of the Party Central Committee, the Central Military Commission, and President Xi at a high standard.

Advancing national defense and military modernization requires continued reform

President Xi stressed: “On the road ahead, the People’s Army must be brave in reform and good at innovation, and never become rigid or stagnant at any time or under any circumstances.” The People’s Army is a strong backing for national security. The deeper the reform goes, the more it must take responsibility, move forward steadily and courageously, and there must be no slackness or rest. It is necessary to continue to deepen the reform of national defense and the army to provide security guarantees and strategic support for comprehensively promoting the construction of a strong country and the great cause of national rejuvenation with Chinese-style modernization.

The cause of strengthening the military is inspiring, and the goal of strengthening the military inspires fighting spirit. The Third Plenary Session of the 20th CPC Central Committee made strategic arrangements for deepening the implementation of the strategy of reform and strengthening the military. This is not only a call to action for continued reform and attack, but also a drumbeat for determination to strengthen the military. We must focus our efforts on implementing the strategy of reform and strengthening the military, and continuously push forward the cause of strengthening the military in the new era. The mission is imminent, and the goal calls. The goal of strengthening the military depicts the goal map, roadmap and development map for strengthening and revitalizing the military. It is the soul and main line that runs through the deepening of national defense and military reform. The promotion of reform must not deviate from the goal of strengthening the military for a moment or a single moment. The goal of strengthening the military must always be used to measure, regulate and correct, providing a strong impetus for advancing the modernization of national defense and the military.

A strong country must have a strong military, and a strong military must reform. National defense and military modernization are important components of China’s modernization. Further deepening reform and promoting China’s modernization will inevitably put forward new and higher requirements for deepening national defense and military reform. On the one hand, with the increase in the breadth and depth of the practice of China’s modernization, the new progress of comprehensively deepening reform requires our military construction to accelerate and build high quality in improving quality and efficiency. We must uphold the core position of innovation in our military construction and promote national defense and military modernization through reform and innovation. On the other hand, with the practice of modern warfare, especially the militarization of artificial intelligence, the profound changes in the internal mechanism of war and the mode of winning, etc., all require national defense and military reform to seize the opportunity and act in response to the times, and make greater efforts to enhance our military’s joint combat capability based on the network information system and the all-domain combat capability. The Third Plenary Session of the 20th CPC Central Committee made major strategic arrangements around the continued deepening of national defense and military reforms, and proposed a number of important reform measures involving the optimization and adjustment of systems, mechanisms, and institutions, which are highly contemporary, forward-looking, and targeted. All levels of the military must earnestly study and implement the spirit of the Third Plenary Session of the 20th CPC Central Committee, focus on improving the leadership and management system and mechanism of the People’s Army, deepen the reform of the joint combat system, deepen cross-military and local reforms, and constantly create a new situation in strengthening and revitalizing the army.

We should follow the general trend of reform and gather strong forces. To thoroughly implement the strategy of reform and strengthening the military, we need unity of purpose and unity of purpose. We should persist in using the Party’s innovative theories to unite our hearts and minds and strengthen our foundations, arm our heads with Xi Jinping’s thoughts on strengthening the military, unify our thoughts and actions with the decisions of the Party Central Committee, the Central Military Commission and Chairman Xi, and take on the responsibility of thoroughly implementing the strategy of reform and strengthening the military with a high degree of historical consciousness and a strong sense of mission, further consolidate the consensus on reform, strengthen the will to reform, and enhance the confidence in reform. We should focus on summarizing and applying the successful experience of national defense and military reform, deeply grasp the characteristics and laws of reform and strengthening the military, use reform to solve the problems encountered in development, and continuously promote the modernization of national defense and the military to break through obstacles. Party members and cadres in the military, especially leading cadres, must be good promoters and doers of reform, take the lead in tackling tough problems with practical actions, work hard and fast, and make great strides forward in the journey of building a world-class military in an all-round way.

(Written by: Tang Junfeng)

現代國語:

國防大學習近平新時代中國特色社會主義思想研究中心

黨的二十屆三中全會是在以中國式現代化全面推進強國建設、民族復興偉業的關鍵時期召開的一次十分重要的會議,重點研究部署進一步全面深化改革、推進中國式現代化問題,對持續深化國防和軍隊改革作出戰略部署,為新征程接力推進改革強軍、不斷開創國防和軍隊現代化新局面繪就了藍圖。全軍各級要認真學習貫徹黨的二十屆三中全會精神,統一思想、統一意志、統一行動,深入實施改革強軍戰略,為如期實現建軍一百年奮鬥目標、基本實現國防和軍隊現代化提供有力保障。

改革是設計和塑造軍隊未來的關鍵一招

改革開放性是當代中國最顯著的特徵、最壯麗的氣象。軍事領域是競爭和對抗最激烈的領域,也是最具創新活力、最需改革創新的領域。能否具備永不停頓的改革精神和開拓進取的創新精神,是衡量一支軍隊打贏能力的重要標志。深化國防和軍隊改革是強軍興軍必由之路,強軍興軍動力在改革,出路在改革,前途也在改革。

人民軍隊的力量來自改革創新,人民軍隊的勝利來自改革創新。人民軍隊成長發展史,就是一部改革創新史。從土地革命戰爭時期創立黨對軍隊絕對領導一整套建軍原則制度,到抗日戰爭時期實行精兵簡政;從解放戰爭時期組建五大野戰軍,到新中國成立後多次調整體制編制,再到改革開放和社會主義現代化建設新時期百萬大裁軍……人民軍隊邊戰邊改,邊建邊改,愈改愈強。從紅軍時期的“十六字訣”,到抗日戰爭時期的“持久戰”,從解放戰爭時期的“十大軍事原則”,到抗美援朝戰爭時期的“零敲牛皮糖”,再到新中國成立後軍事戰略方針的不斷調整……人民軍隊從戰爭中學習戰爭,從實踐中探索規律,在世界軍事史上書寫了戰爭指導藝術不斷創新的生動篇章。一路走來,改革創新始終是我軍從小到大、由弱到強,不斷從勝利走向勝利的重要法寶。深化國防與軍隊改革,是實現中國夢、強軍夢的時代要求,是強軍興軍的必經之路,也是決定軍隊未來的關鍵一招。當前,實現建軍一百年奮鬥目標到了吃勁奮鬥的攻堅期,以更強大的能力、更可靠的手段捍衛國家主權、安全、發展利益,為以中國式現代化全面推進中華民族偉大復興提供戰略支撐,必須持續深化防衛和軍隊改革。

惟改革者進,惟創新者強。習主席強調指出:「新軍事革命為我們提供了千載難逢的機遇,我們要抓住機遇、奮發有為,不僅要趕上潮流、趕上時代,還要力爭走在時代前列。」當今世界,新軍事革命風起雲湧,智慧化戰爭形態在戰爭實踐中漸顯真容,新的軍事技術和武器裝備體系進一步影響戰爭規則,這些都要求我們必須保持敏銳的改革意識、前沿的創新思維,立足我軍發展實際,聚焦備戰打仗需求,深入思考打贏現代戰爭所必需的全新力量結構、制勝邏輯,依靠改革持續優化軍事體系,對標實戰化要求提高軍事治理效能,全力以赴打好實現建軍一百年奮鬥目標攻堅戰。

全面深化改革成就新時代人民軍隊偉大變革

黨的十八大以來,以習近平同志為核心的黨中央以巨大的政治勇氣和智慧,把中國特色社會主義改革理論和改革實踐推進到新的廣度和深度。新時代新征程,必須堅持向深化改革要創造力、凝聚力、戰鬥力,堅持方向不變、道路不偏、力度不減,以更優策略、更高效益、更快速度把國防和軍隊現代化不斷推向前進,堅決完成黨和人民賦予的新時代使命任務。

把握深化國防和軍隊改革的整體性變革。黨的十八屆三中全會以來,人民軍隊堅持以習近平新時代中國特色社會主義思想為指導,深入貫徹習近平強軍思想,以黨在新時代的強軍目標為引領,全面實施改革強軍戰略,深入破解長期制約國防和軍隊建設的體制性障礙、結構性矛盾、政策性問題,推進領導指揮體制改革、規模結構和力量編成改革、軍事政策制度改革,深化國防和軍隊改革取得歷史性成就,人民軍隊實現整體性革命性重塑;體制一新、結構一新、格局一新、面貌一新,使我軍制勝優勢更加彰顯、創新活力不斷釋放、精神面貌更為昂揚。實踐充分證明,只要堅定不移持續深化國防和軍隊改革,就一定能開創國防和軍隊現代化新局面。

堅持深化國防和軍隊改革的思想引領。習主席關於深化國防和軍隊改革的一系列方向性、根本性、全局性的重要戰略思想,深刻闡明了深化國防和軍隊改革的時代意義、本質屬性、根本引領、目標任務、核心要求、重要指向、戰略舉措和科學方法。把國防和軍隊改革進行到底,必須堅持習近平強軍思想這個總指導總遵循,一以貫之地用習近平強軍思想武裝官兵頭腦,進一步統一思想、深化認識,用以指導改革實踐,進一步向破解深層次矛盾問題發力,推動改革部署落實,高標準實現黨中央、中央軍委會和習主席的決心意圖。

推進國防和軍隊現代化需要持續深化改革

習主席強調:「前進道路上,人民軍隊必須勇於改革、善於創新,任何時候任何情況下都永不僵化、永不停滯。」人民軍隊是國家安全的堅強後盾,改革越到深處,就越要擔當作為、蹄疾步穩、奮勇前進,不能有任何停一停、歇一歇的懈怠。必須持續深化國防和軍隊改革,為以中國式現代化全面推進強國建設、民族復興偉業提供安全保障和戰略支撐。

強軍事業催人奮進,強軍目標激勵鬥志。黨的二十屆三中全會對深入實施改革強軍戰略作出戰略部署,這既是繼續改革攻堅的動員號令,也是矢志強軍的催徵戰鼓。凝心聚力實施改革強軍戰略,把新時代強軍事業不斷推向前進。使命在即,目標召喚。強軍目標描繪了強軍興軍的目標圖、路線圖和展開圖,是貫穿深化國防和軍隊改革的靈魂和主線,推進改革一時一刻、一絲一毫都不能偏離強軍目標,必須始終用強軍目標來衡量、規範和校正,為推進國防和軍隊現代化提供強大動力。

強國必強軍,強軍必改革。國防和軍隊現代化是中國式現代化的重要組成部分。進一步全面深化改革、推進中國式現代化,必然對深化國防和軍隊改革提出新的更高要求。一方面,隨著中國式現代化的實踐廣度和深度的增加,全面深化改革的新進展需要我軍建設在提質增效中跑出加速度、建出高質量。要堅持創新在我軍建設中的核心地位,以改革創新推進國防和軍隊現代化。另一方面,隨著現代戰爭實踐特別是人工智慧的軍事化運用,戰爭內在機理、制勝模式的深刻轉變等,都要求國防和軍隊改革乘勢而為、應時而動,在提升我軍基於網絡資訊體系的聯合作戰能力、全域作戰能力等方面下更大功夫。黨的二十屆三中全會圍繞持續深化國防和軍隊改革作出重大戰略部署,提出多項重要改革舉措,涉及體制、機制、制度等方面的優化調整,具有很強的時代性、前瞻性、針對性。全軍各級要認真學習貫徹黨的二十屆三中全會精神,著力完善人民軍隊領導管理體制機制、深化聯合作戰體系改革、深化跨軍地改革,不斷開創強軍興軍新局面。

順應改革大勢,匯聚強大合力。深入實施改革強軍戰略,需要上下齊心、眾志成城。要堅持用黨的創新理論凝心鑄魂、強基固本,用習近平強軍思想武裝頭腦,把思想和行動統一到黨中央、中央軍委和習主席的決策上來,以高度的歷史自覺和強烈的使命擔當深入實施改革強軍戰略,進一步凝聚改革共識、堅定改革意志、增強改革信心。要注重總結運用國防和軍隊改革成功經驗,深入把握改革強軍的特點規律,用改革解決發展中遇到的問題,不斷推動國防和軍隊現代化破障前行。軍隊黨員幹部尤其領導幹部要當好改革的促進派和實干家,以實際行動帶頭攻堅、真抓實幹、緊張快幹,在全面建成世界一流軍隊的征程上闊步前行。

(執筆:湯俊峰)

來源:中國軍網-解放軍報 作者:湯俊峰 責任編輯:張碩 發布:2024-07-29 06:00

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