A FALSE DISCOVERY RATE BASED DETECTOR FOR DETECTION OF TARGETS IN CLUTTER AND NOISE

被引:0
|
作者
Ray, Priyadip [1 ]
Varshney, Pramod K. [1 ]
机构
[1] Syracuse Univ, Dept Elect Engn & Comp Sci, Syracuse, NY 13244 USA
关键词
Target detection; CFAR; False Discovery Rate;
D O I
暂无
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This paper presents a new framework for detection of targets in clutter and noise. Conventional radar detection techniques involve testing each range cell separately at a predefined probability of false alarm. In this paper we propose a novel surveillance paradigm that controls the false discovery rate (FDR) for a specified surveillance area (SA), which consists of a number of range cells. This approach is adaptive to the number of targets in the surveillance area, and improved detection performance may be achieved at the cost of slightly higher false alarms over the surveillance area.
引用
收藏
页码:313 / 318
页数:6
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