太赫兹科学与电子信息学报2026，Vol.24Issue(1)：36-49,14.DOI:10.11805/TKYDA2024549
面向非合作无线网络的通信行为识别技术方法综述
Analysis of communication behavior recognition technology for non-cooperative wireless networks
摘要
Abstract
In an electromagnetic countermeasure environment,communication behavior recognition is a crucial component of signal mining and utilization in electromagnetic space.Under non-cooperative conditions where prior information is difficult to obtain,acquiring electronic intelligence requires performing signal feature analysis on reconnaissance-acquired communication data and conducting communication behavior recognition.Based on extensive analysis of domestic and foreign literatures,this paper summarizes the definitions and classifications of communication behavior oriented toward non-cooperative wireless networks,introduces the concept and primary approaches of communication behavior recognition,and categorizes various existing implementation methods along with their characteristics.Finally,it concludes the main problems and challenges in current communication behavior recognition research and prospects potential future development directions for this technology.关键词
通信行为识别/非合作无线网络/机器学习/深度学习/神经网络Key words
communication behavior recognition/non-cooperative wireless networks/machine learning/deep learning/neural networks分类
信息技术与安全科学引用本文复制引用
刘燕澳,孙佳琛,丁国如,徐以涛,宋叶辉..面向非合作无线网络的通信行为识别技术方法综述[J].太赫兹科学与电子信息学报,2026,24(1):36-49,14.基金项目
国家自然科学基金面上项目(62171462) （62171462）
国家自然科学基金青年项目(62301604) （62301604）
国家自然科学基金重点资助项目(62231027) （62231027）
