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Journal of Projectiles, Rockets, Missiles and Guidance >

2011 , Vol. 31 >Issue 4: 188 - 191

DOI: https://doi.org/10.15892/j.cnki.djzdxb.2011.04.028

CORRELATION TECHNOLOGY

Radar Emitter Signal Recognition Based on Kernel Function SVM

  • GUAN Xin ,
  • GUO Qiang ,
  • ZHANG Zhengchao ,
  • ZHAO Jing ,
  • ZHAI Hongjun
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  • 1 Research Institute Information Fusion, Naval Aeronautical and Astronautical University, Shandong Yantai 264001, China
    2 School of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China
    3 No. 63880 Unit, Henan Luoyang 471000,China
    4 Department of Basic Sciences, Naval Aeronautical and Astronautical University, Shandong Yantai 264001, China

Received date: 2010-09-20

  Online published: 2025-05-30

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Abstract

To deal with the problem of wrong radar emitter recognition caused by noise environment, the radar emitter signal recognition was presented based on SVM, and the classifier was constructed for radar emitter recognition based on several kinds of kernel functions SVM. Simulation experiment in different noise environment shows that SVM theory is effective in solving radar emitter recognition, and the recognition results of different kernel functions SVM were compared.

Key words： radar emitter recognition; kernel function; SVM

Cite this article

GUAN Xin , GUO Qiang , ZHANG Zhengchao , ZHAO Jing , ZHAI Hongjun . Radar Emitter Signal Recognition Based on Kernel Function SVM[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2011 , 31(4) : 188 -191 . DOI: 10.15892/j.cnki.djzdxb.2011.04.028

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References

[1]
张葛祥. 雷达辐射源信号智能识别方法研究[D]. 成都: 西南交通大学, 2005.
[2]
张多林, 潘泉, 张洪才. 基于理想点贴近度的辐射源威胁综合评价建模与仿真验证[J]. 系统仿真学报, 2008, 20(14): 3896-3898.
[3]
孟晓琳, 刁鸣, 茅玉龙,等. 基于模糊理论的雷达信号类型识别方法[J]. 电子信息对抗技术, 2006, 21(5): 19-21.
[4]
寇华, 王宝树. 基于遗传算法的RBF-PLS方法在辐射源识别中的应用[J]. 电子信息学报, 2007, 25(9): 1031-1034.
[5]
刘庆云, 王根弟, 朱伟强. 雷达辐射源信号特征参量分析[J]. 航天电子对抗, 2008, 24(4): 21-24.
[6]
丁锋, 姜秋喜. 多传感器模糊 D-S理论辐射源识别[J]. 电光与控制, 2008, 15(4): 33-37.
[7]
朱华邦, 洪庆根, 杜娟. 火控雷达在有源干扰环境中的作用距离评估[J]. 海军航空工程学院学报, 2008, 23(2): 171-173.
[8]
边肇祺, 张学工. 模式识别[M]. 北京: 清华大学出版社, 1999.
[9]
蒋慧峰, 蔡光兴. 一种新的距离分类函数[J]. 湖北工业大学学报, 2006, 21(1): 78-79.
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