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基于支撑向量机的地杂波虚警抑制技术

邢远见 陈翼 祝欢 李国刚

现代雷达2016,Vol.38Issue(8):34-38,5.
现代雷达2016,Vol.38Issue(8):34-38,5.DOI:10.16592/j.cnki.1004-7859.2016.08.008

基于支撑向量机的地杂波虚警抑制技术

Filtering Ground-clutter-false-alarms UsingS upported Vector Machine

邢远见 1陈翼 2祝欢 1李国刚2

作者信息

  • 1. 中国电子科技集团公司智能感知技术重点实验室,南京210039
  • 2. 南京电子技术研究所,南京210039
  • 折叠

摘要

Abstract

For the heterogeneity of clutter , traditional methods are limited in clutter suppression .In strong clutter environment , a large number of false alarms still exist in the processed radar echo .With respect to ground-based moving-target-detection radar , five classification-features and five prior-features of target/clutter plots are extracted in this paper .Then, techniques of principal component analysis and supported vector machine are adopted for plot classifying .Experimental results show that the extracted fea-tures and designed classifier can effectively filter ground-clutter-false-alarms while few target plots are lost .

关键词

点迹滤波/支撑向量机/地杂波

Key words

plot filtering/supported vector machine/ground-clutter

分类

信息技术与安全科学

引用本文复制引用

邢远见,陈翼,祝欢,李国刚..基于支撑向量机的地杂波虚警抑制技术[J].现代雷达,2016,38(8):34-38,5.

现代雷达

OA北大核心CSCDCSTPCD

1004-7859

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