Title :
A robust MUSIC estimator for polynomial phase signals in α-stable noise
Author :
Djeddi, Mounir ; Belkacemi, Hocine ; Benidir, Messaoud ; Marcos, Sylvie
Author_Institution :
Lab. des Signaux et Systemes, Gif-sur-Yvette, France
Abstract :
In this paper, we address the problem of estimation of the parameters of mono and multicomponent polynomial phase signals (PPS) affected by alpha-stable noise using subspace methods. We propose two new estimators: a modified multiple signal classification MUSIC for PPS affected by Gaussian noise, and a modified robust MUSIC algorithm for PPS based on fractional lower-order statistics (FLOS). Simulation results show that the robust MUSIC estimator is able to estimate the values of the phase parameters in impulsive environment hence outperforming the standard estimators.
Keywords :
Gaussian noise; impulse noise; numerical stability; parameter estimation; phase estimation; polynomials; signal classification; α-stable noise; FLOS; Gaussian noise; alpha-stable noise; fractional lower-order statistics; impulsive noise; modified multiple signal classification; monocomponent PPS; multicomponent PPS; parameter estimation; phase parameters; polynomial phase signals; robust MUSIC estimator; subspace methods; 1f noise; Gaussian noise; MONOS devices; Multiple signal classification; Noise robustness; Parameter estimation; Phase estimation; Phase noise; Polynomials; Statistics;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416047