美军认知电子战关键技术发展方向分析  

Development Direction Analysis of Key Technologies for Cognitive Electronic Warfare in the U.S.Military

作　　者：刘文斌 吉磊[1,2] 范平志 丁建锋[2] LIU Wenbin;JI Lei;FAN Pingzhi;DING Jianfeng(School of Information Science and Technology,Southwest Jiaotong University,Chengdu Sichuan 610756,China;No.30 Institute of CETC,Chengdu Sichuan 610041,China)

机构地区：[1]西南交通大学信息科学与技术学院,四川成都610756 [2]中国电子科技集团公司第三十研究所,四川成都610041

出　　处：《通信技术》2024年第3期299-308,共10页Communications Technology

摘　　要：美军认知电子战相关概念发展迅速,也开展了较多的项目研究。为分析其关键技术发展现状并研判其未来发展趋势,从美高校、智库、军事科研机构、厂商4个角度,通过研究论文、报告等公开文献,对美军认知电子战关键技术发展情况,特别是其在机器学习、人工智能方面的探索进行了深入的分析,对美军认知电子战技术领域研究方向、潜在难题及对应的关键技术思路进行了较为全面的梳理,并从数据、模型、平台、应用等方面给出了启示。The concepts of cognitive electronic warfare are developing rapidly in the U.S.military,and they have carried out numerous research projects.In order to analyze the current development status of its key technologies and assess its future development trends,from the four perspectives of U.S.universities,think tanks,military research institutions,and manufacturers,and through the study of open literature such as papers,reports,and so on,this paper carries out an in-depth analysis of the development of the U.S.military key technologies for cognitive electronic warfare,especially its exploration of machine learning and artificial intelligence,and provides a more comprehensive review of the research directions,potential challenges,and corresponding key technological ideas in the field of U.S.military cognitive electronic warfare technology,and also gives insights from the aspects of data,models,platforms and applications.

关 键 词：认知电子战 机器学习 人工智能 电磁频谱作战 

分 类 号：TN975[电子电信—信号与信息处理]