Title :
Effects of Multiple Targets on the Mean Level STAP Detector
Author :
Van Cao, Tri-Tan
Author_Institution :
Defence Sci. & Technol. Org., Edinburg
Abstract :
Robustness of the constant false alarm rate (CFAR) mean level adaptive detector for phased array radar equipped with a space-time adaptive processing (STAP) algorithm is analysed when the secondary data is contaminated by multiple interfering targets at different ranges. Closed-form analysis is first given based on the assumption of Gaussian interference and Swerling I target models. The deleterious effect on target detection is then experimentally examined using the multi channel airborne radar measurements (MCARM) database. It is found that both the probability of detection and the false alarm rate decrease in accordance with the sum of the signal power of the interfering targets. In addition, the false alarm rate is very sensitive to the presence of interfering targets, in the sense that a small sum (below the noise floor) of their signal power can lower the false alarm rate
Keywords :
Gaussian processes; airborne radar; phased array radar; radar detection; radar interference; space-time adaptive processing; CFAR; Gaussian interference; MCARM database; STAP; Swerling I target model; closed-form analysis; constant false alarm rate; multichannel airborne radar measurement; multiple target detection; phased array radar; probability; space-time adaptive processing; Adaptive arrays; Algorithm design and analysis; Detectors; Interference; Phase detection; Phased arrays; Radar detection; Robustness; Sensor arrays; Spaceborne radar; Gaussian interference; Swerling I targets; constant false alarm rate (CFAR); phased array radar; space-time adaptive processing (STAP);
Conference_Titel :
Radar, 2006. CIE '06. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
0-7803-9582-4
Electronic_ISBN :
0-7803-9583-2
DOI :
10.1109/ICR.2006.343280