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.