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通信辐射源行为推理研究综述

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通信辐射源行为推理指通过观察和分析通信辐射源信号来推断其行为规律和目标意图.尤其在非合作条件下,对通信辐射源行为的推理在电子侦察和信号情报领域发挥着重要作用.本文首先明晰并归纳总结了通信辐射源行为的定义与分类,其次阐述了通信辐射源行为推理的含义,进一步梳理与行为分析、行为识别的区别和联系,然后对通信辐射源行为推理的关键技术进行综述,对比分析了基于聚类算法、分类算法、深度学习和行为特征的最新研究,最后对通信辐射源行为推理技术的挑战与发展进行了分析和展望.
A Review of Research on Behavioral Reasoning of Communication Radiation Sources
Behavioral reasoning of communication radiation sources refers to inferring their behavioral pat-terns and target intentions through observing and analyzing the signals emitted by communication radiation sources.Especially under non-cooperative conditions,the reasoning behind the behavior of communication radi-ation sources plays an essential role in the fields of electronic reconnaissance and signal intelligence.This article first clarifies and summarizes the definition and classification of the behavior of communication radiation sources.It then elucidates the meaning of behavioral reasoning of communication radiation sources and further distingui-shes the differences and connections between behavioral analysis and behavioral recognition.Subsequently,it reviews the key technologies of behavioral reasoning for communication radiation sources and compares the latest research based on clustering algorithms,classification algorithms,deep learning,and behavioral characteristics.Finally,it analyzes and forecasts the challenges and development of the technology for behavioral reasoning of communication radiation sources.

communication radiation sourcesbehavioral reasoningclustering algorithmclassification al-gorithmdeep learning

方甘露、丁国如、魏国峰

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陆军工程大学通信工程学院,南京 210007

通信辐射源 行为推理 聚类算法 分类算法 深度学习

2024

航空兵器
中国空空导弹研究院

航空兵器

CSTPCD北大核心
影响因子:0.453
ISSN:1673-5048
年,卷(期):2024.31(4)