DocumentCode
431904
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
Volume
4
fYear
2005
fDate
18-23 March 2005
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1416047
Filename
1416047
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