Title :
Model order estimation of InSAR signals corrupted by multiplicative noise using the Capon method
Author :
Ouldali, Abdelaziz ; Chibane, Farid ; Ziani, Talzar
Author_Institution :
Lab. systemes numerique, Ecole Militaire Polytech, Alger, Algeria
Abstract :
In this paper, we compare the performance of the Capon approach and the efficient detection criteria when applied to model order estimation of InSAR signals corrupted by multiplicative noise and additive white noise. This study is done in terms of the normalized baseline, the number of looks, the signal to noise ratio and the interferometric phase separation. Through the numerical simulations, we show, except the case of very closed sources, that the Capon method has the best performances.
Keywords :
phase separation; radar detection; radar signal processing; synthetic aperture radar; white noise; Capon method; InSAR signals; additive white noise; interferometric phase separation; model order estimation; multiplicative noise; signal to noise ratio; Additive white noise; Antenna measurements; Gaussian noise; Layout; Numerical simulation; Sensor arrays; Sensor phenomena and characterization; Signal resolution; Signal to noise ratio; Synthetic aperture radar interferometry;
Conference_Titel :
Control, Communications and Signal Processing, 2004. First International Symposium on
Print_ISBN :
0-7803-8379-6
DOI :
10.1109/ISCCSP.2004.1296585