DocumentCode
1930509
Title
A false discovery rate based detector for detection of targets in clutter and noise
Author
Ray, Priyadip ; Varshney, Pramod K.
Author_Institution
Electr. Eng. & Comput. Sci. Dept., Syracuse Univ., Syracuse, NY
fYear
2008
fDate
26-30 May 2008
Firstpage
1
Lastpage
6
Abstract
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.
Keywords
object detection; radar clutter; radar detection; constant false discovery rate based detector; radar detection; range cell; surveillance area; target detection; Clutter; Detectors; Error analysis; Object detection; Performance evaluation; Probability; Radar detection; Statistics; Surveillance; Testing; CFAR; False Discovery Rate; Target detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar Conference, 2008. RADAR '08. IEEE
Conference_Location
Rome
ISSN
1097-5659
Print_ISBN
978-1-4244-1538-0
Electronic_ISBN
1097-5659
Type
conf
DOI
10.1109/RADAR.2008.4720886
Filename
4720886
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