摘要
归纳总结了研究多功能相控阵雷达干扰决策方法的背景和意义;对近年来四类主要干扰决策方法详细介绍,并详细论述了其中的关键技术、研究现状及优缺点。多功能相控阵雷达和认知电子战的不断发展对干扰决策方法的认知能力提出了更高的要求,基于机器学习的干扰决策方法成为发展趋势,其中基于强化学习的干扰决策方法为主要的研究方向,最后本文对该技术的研究方法和趋势进行了展望。
The background and significance of research on jamming decision-making methods were summarized.Four main methods of jamming decision making in recent years were introduced in depth,and the key technologies,research status,advantages and disadvantages were analyzed in detail.With the continuous development of multi-functional phased array radar and cognitive electronic warfare,the cognitive ability of jamming decision-making methods was required to be higher.The jamming decisionmaking method based on machine learning will become the trend of development,and the jamming decision-making method based on reinforcement learning will be the main research direction,and finally the paper discussed the research methods and trends of this technology particularly.
作者
张柏开
朱卫纲
ZHANG Bokai;ZHU Weigang(Department of Graduates,Space Engineering University of PLA,Beijing 101416,China;Department of Optical and Electronic Equipment,Space Engineering University of PLA,Beijing 101416,China)
出处
《兵器装备工程学报》
CAS
北大核心
2019年第9期178-183,共6页
Journal of Ordnance Equipment Engineering
基金
CEMEE国家重点实验室项目
关键词
干扰决策
多功能相控阵雷达
认知电子战
强化学习
机器学习
jamming decision-making
multi-functional phased array radar
cognitive electronic warfare
reinforcement learning
machine learning