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
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;
Conference_Titel :
Radar Conference, 2008. RADAR '08. IEEE
Conference_Location :
Rome
Print_ISBN :
978-1-4244-1538-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2008.4720886