Title :
Evaluation of the normalized parametric adaptive matched filter STAP test in airborne radar clutter
Author :
Michels, James H. ; Himed, Braham ; Rangaswamy, Muralidhar
Author_Institution :
AFRL, USAF, Rome, NY, USA
Abstract :
The performance of a recently proposed parametric space-time adaptive processing (STAP) detection method is considered here and compared with several candidate algorithms. Specifically, we consider signal detection in additive disturbance consisting of compound-Gaussian clutter plus Gaussian thermal white noise. Consideration is given to both detection and constant false alarm rate (CFAR) robustness with respect to clutter texture power variations. Finally, the performance of the new test is assessed using small training data support size
Keywords :
Gaussian noise; airborne radar; matched filters; radar clutter; radar theory; signal detection; space-time adaptive processing; thermal noise; CFAR robustness; Gaussian thermal white noise; STAP test; adaptive matched filter; airborne radar; clutter texture power variations; compound-Gaussian clutter; constant false alarm rate; normalized parametric filter; performance; radar clutter; signal detection; Airborne radar; Clutter; Matched filters; Parametric statistics; Probability density function; Pulse measurements; Radar detection; Statistical analysis; Statistical distributions; Testing;
Conference_Titel :
Radar Conference, 2000. The Record of the IEEE 2000 International
Conference_Location :
Alexandria, VA
Print_ISBN :
0-7803-5776-0
DOI :
10.1109/RADAR.2000.851932