Title :
An Optimisation Approach to Robust Estimation of Multicomponent Polynomial Phase Signals in Non-Gaussian Noise
Author :
Pham, Duc Son ; Leung, Yee Hong ; Teo, Kok Lay ; Zoubir, Abdelhak
Author_Institution :
Curtin Univ. of Technol., Perth, WA
Abstract :
In this paper, we address the problem of estimating the parameters of multicomponent polynomial phase signals in impulsive noise which arises in many practical situations. In the presence of this non-standard noise, existing techniques perform can poorly. We propose a nonlinear M-estimation approach to improve the existing techniques. The phase parameters are obtained by solving a nonlinear optimisation problem. A procedure is proposed to find the global minimum at low computational cost. Simulation examples show the proposed method performs better than existing methods
Keywords :
Gaussian noise; impulse noise; nonlinear estimation; optimisation; parameter estimation; signal processing; impulsive noise; multicomponent polynomial phase signals; nonGaussian noise; nonlinear M-estimation approach; nonlinear optimisation problem; nonstandard noise; parameter estimation; robust estimation; Computational modeling; Gaussian noise; Noise robustness; Parameter estimation; Phase estimation; Phase noise; Polynomials; Radar signal processing; Signal analysis; Signal processing;
Conference_Titel :
Circuits and Systems, 2006. APCCAS 2006. IEEE Asia Pacific Conference on
Conference_Location :
Singapore
Print_ISBN :
1-4244-0387-1
DOI :
10.1109/APCCAS.2006.342150