Journal of Systems Engineering and Electronics ›› 2009, Vol. 31 ›› Issue (1): 57-61.

• 传感器与信号处理 • 上一篇    下一篇

特定辐射源识别的频域鲁棒ε-混合模型方法

许丹, 张衡阳, 姜文利, 周一宇   

  1. 国防科技大学电子科学与工程学院, 湖南, 长沙, 410073
  • 收稿日期:2007-11-02 修回日期:2008-01-11 出版日期:2009-01-20 发布日期:2010-01-03
  • 作者简介:许丹(1979- ),男,博士研究生,主要研究方向为电子侦察信号处理,辐射源个体识别及空间信息对抗.E-mail:stfan79@yahoo.com.cn
  • 基金资助:
    总装预研基金资助课题(41101020501)

Specific emitter identification based on frequency domain robust ε-contaminated method

XU Dan, ZHANG Heng-yang, JIANG Wen-li, ZHOU Yi-yu   

  1. School of Electronic Science and Engineering, National Univ. of Defense Technology, Changsha 410073, China
  • Received:2007-11-02 Revised:2008-01-11 Online:2009-01-20 Published:2010-01-03

摘要: 特定辐射源识别(specific emitter identification,SEI)是电子战领域的热点问题,而利用辐射源中频波形分类是SEI的一种自然选择。针对多径环境下的SEI波形检验遇到的难题,采用鲁棒的假设检验方法进行已知辐射源信号的检验。该算法利用多径信号与直达波信号间的频域局部相关性,在频域建立ε混合模型,并且将局部频带内的多径干扰表示成与信号频谱幅度有关的噪声,得到一种鲁棒的频域相关-限幅检验器。通过仿真验证了该检验器性能,并说明了该方法通过频域选择获得性能改善的机理。

Abstract: Specific emitter identification(SEI) is a hot point in the field of electronic war.The use of emitter’s intrapulse is a nature choice in SEI.A robust hypothesis testing method is proposed for the SEI application in the multi-channel environment.The algorithm uses the local correlation between multi-channel signals and direct signals in frequency domain,constructs a ε-contaminated model which models the multi-channel disturb as a signal-dependent noise.The derived detector is a correlation-limiter in frequency domain.The simulation proves its performance,and indicates its mechanics of frequency selection.

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