Title :
Cramer-Rao bounds for target angle and Doppler estimation for airborne radar in Cauchy interference
Author :
Raspanti, R. ; Tsakalides, P. ; Nikias, C.L. ; Re, E. Del
Author_Institution :
Dept. of Electr. Eng. Syst., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
We describe new methods on the modeling of the amplitude statistics of airborne radar clutter by means of alpha-stable distributions. We develop target angle and Doppler, maximum likelihood-based estimation techniques from radar measurements retrieved in the presence of impulsive noise modeled as a multivariate isotropic alpha-stable random process. We derive the Cramer-Rao bounds for the additive Cauchy interference scenario to assess the best-case estimation accuracy which can be achieved. The results are of great importance in the study of space-time adaptive processing (STAP) for airborne pulse Doppler radar arrays operating in impulsive interference environments
Keywords :
Doppler effect; Doppler radar; adaptive signal processing; airborne radar; antenna arrays; maximum likelihood estimation; radar antennas; radar applications; radar clutter; radar signal processing; random processes; Cramer-Rao bounds; additive Cauchy interference; airborne pulse Doppler radar arrays; airborne radar clutter; alpha-stable distributions; amplitude statistics; best-case estimation accuracy; impulsive interference; impulsive noise; maximum likelihood based estimation; multivariate isotropic alpha-stable random process; radar measurements; space-time adaptive processing; target Doppler estimation; target angle estimation; Additive noise; Airborne radar; Clutter; Doppler radar; Frequency estimation; Interference; Parameter estimation; Random processes; Random variables; Sensor arrays;
Conference_Titel :
Statistical Signal and Array Processing, 1996. Proceedings., 8th IEEE Signal Processing Workshop on (Cat. No.96TB10004
Conference_Location :
Corfu
Print_ISBN :
0-8186-7576-4
DOI :
10.1109/SSAP.1996.534932