Technical development and future prospects of cooperative terminal guidance based on knowledge graph analysis: a review

Cooperative guidance is a method for achieving combat objectives through information sharing and cooperative effects, and has emerged as a significant research area in the fields of missile guidance and systematic warfare. This study presents a systematic review and analysis of current research on c...

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Published in:	Journal of Zhejiang University. A. Science Vol. 26; no. 7; pp. 605 - 634
Main Authors:	Liu, Shuangxi, Lin, Zehuai, Huang, Wei, Yan, Binbin
Format:	Journal Article
Language:	English
Published:	Hangzhou Zhejiang University Press 01.07.2025 Springer Nature B.V
Subjects:	Bibliometrics Civil Engineering Classical and Continuum Physics Clustering Engineering Graph theory Guidance systems Industrial Chemistry/Chemical Engineering Keywords Knowledge representation Mechanical Engineering Missile control Multiagent systems Review Terminal guidance Multiple missiles 制导律协同制导 Consensus theory Guidance law 多导弹 Impact angle control 制导控制攻击时间控制 Guidance and control 一致性理论 Impact time control Cooperative operations 攻击角度控制 Cooperative guidance CiteSpace analysis 协同对抗 CiteSpace分析
ISSN:	1673-565X, 1862-1775
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Abstract	Cooperative guidance is a method for achieving combat objectives through information sharing and cooperative effects, and has emerged as a significant research area in the fields of missile guidance and systematic warfare. This study presents a systematic review and analysis of current research on cooperative guidance. First, a bibliometric analysis is conducted on 513 articles using the Scopus database and CiteSpace software to assess keyword clustering, keyword co-occurrence, and keyword burst, and to later visualize the results. Second, fundamental theories of cooperative guidance, including relative motion modeling methods, algebraic graph theory, and multi-agent consensus theory, are summarized. Subsequently, an overview of current cooperative laws and corresponding analysis methods is provided, with categorization based on the cooperative structure and convergence performance. Finally, we summarize current research developments based on five perspectives and propose a developmental framework based on five layers (cyber, physical, decision, information, and system), discussing potential future advancements in cooperative terminal guidance. This framework emphasizes five key areas of research: networked, heterogeneous, integrated, intelligent, and group cooperations, with the goal of offering trends and insights for future work.
AbstractList	Cooperative guidance is a method for achieving combat objectives through information sharing and cooperative effects, and has emerged as a significant research area in the fields of missile guidance and systematic warfare. This study presents a systematic review and analysis of current research on cooperative guidance. First, a bibliometric analysis is conducted on 513 articles using the Scopus database and CiteSpace software to assess keyword clustering, keyword co-occurrence, and keyword burst, and to later visualize the results. Second, fundamental theories of cooperative guidance, including relative motion modeling methods, algebraic graph theory, and multi-agent consensus theory, are summarized. Subsequently, an overview of current cooperative laws and corresponding analysis methods is provided, with categorization based on the cooperative structure and convergence performance. Finally, we summarize current research developments based on five perspectives and propose a developmental framework based on five layers (cyber, physical, decision, information, and system), discussing potential future advancements in cooperative terminal guidance. This framework emphasizes five key areas of research: networked, heterogeneous, integrated, intelligent, and group cooperations, with the goal of offering trends and insights for future work.
Author	Yan, Binbin Lin, Zehuai Liu, Shuangxi Huang, Wei
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Keywords	Multiple missiles 制导律协同制导 Consensus theory Guidance law 多导弹 Impact angle control 制导控制攻击时间控制 Guidance and control 一致性理论 Impact time control Cooperative operations 攻击角度控制 Cooperative guidance CiteSpace analysis 协同对抗 CiteSpace分析
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Snippet	Cooperative guidance is a method for achieving combat objectives through information sharing and cooperative effects, and has emerged as a significant research...
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SubjectTerms	Bibliometrics Civil Engineering Classical and Continuum Physics Clustering Engineering Graph theory Guidance systems Industrial Chemistry/Chemical Engineering Keywords Knowledge representation Mechanical Engineering Missile control Multiagent systems Review Terminal guidance
Title	Technical development and future prospects of cooperative terminal guidance based on knowledge graph analysis: a review
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