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Journal of Zhejiang University SCIENCE A

ISSN 1673-565X(Print), 1862-1775(Online), Monthly

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

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.

Key words: Cooperative guidance; Guidance law; Multiple missiles; Cooperative operations; Guidance and control; Impact time control; Impact angle control; Consensus theory; CiteSpace analysis

Chinese Summary  <3> åŸºäºŽçŸ¥è¯†å›¾è°±åˆ†æžçš„ååŒæœ«åˆ¶å¯¼æŠ€æœ¯å‘展与未æ¥å±•望综述

作者:刘åŒå–œ1,林泽淮2,黄伟1,闫斌斌2
机构:1国防科技大学,先进推进技术实验室,湖å—长沙,410073ï¼›2西北工业大学,航天学院,陕西西安,710072
概è¦ï¼šååŒåˆ¶å¯¼æ˜¯ä¸€ç§é€šè¿‡ä¿¡æ¯å…±äº«ä¸ŽååŒæ•ˆåº”实现对抗目标的方法,已æˆä¸ºå¯¼å¼¹åˆ¶å¯¼ä¸Žä½“系化对抗领域的é‡è¦ç ”ç©¶æ–¹å‘。本研究对当å‰ååŒåˆ¶å¯¼ç ”究进行了系统性梳ç†ä¸Žåˆ†æžï¼šé¦–先,基于Scopusæ•°æ®åº“与CiteSpace软件对513篇文献开展文献计é‡åˆ†æžï¼Œå¹¶é€šè¿‡å…³é”®è¯èšç±»ã€å…±çŽ°ä¸ŽçªçŽ°è¯„ä¼°ç ”ç©¶çƒ­ç‚¹å¹¶è¿›è¡Œå¯è§†åŒ–呈现;然åŽï¼Œä»Žç›¸å¯¹è¿åŠ¨å»ºæ¨¡ã€ä»£æ•°å›¾è®ºã€å¤šæ™ºèƒ½ä½“一致性ç†è®ºä¸‰ä¸ªç»´åº¦å½’纳ååŒåˆ¶å¯¼åŸºç¡€ç†è®ºï¼›éšåŽï¼Œæ ¹æ®ååŒç»“构与收敛性能对现有ååŒåˆ¶å¯¼å¾‹è¿›è¡Œå½’类综述;最åŽï¼Œä»Žäº”ä¸ªæ–¹é¢æ€»ç»“研究进展,æå‡ºåŸºäºŽäº”层架构(网络层ã€ç‰©ç†å±‚ã€å†³ç­–层ã€ä¿¡æ¯å±‚ã€ç³»ç»Ÿå±‚)的å‘展框架,探讨ååŒæœ«åˆ¶å¯¼æœªæ¥å¯èƒ½çš„å‘展方å‘。该框架é‡ç‚¹èšç„¦ç½‘络化ååŒã€å¼‚构化ååŒã€ä¸€ä½“化ååŒã€æ™ºèƒ½åŒ–ååŒä¸Žé›†ç¾¤åŒ–ååŒäº”个研究维度,旨在为åŽç»­ç ”ç©¶æä¾›å‘展趋势与æ€è·¯å‚考。

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DOI:

10.1631/jzus.A2400317

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On-line Access:

2025-07-29

Received:

2024-06-17

Revision Accepted:

2024-10-28

Crosschecked:

2025-07-29

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