Title :
DOA estimation for coherent sources in the presence of unknown correlated noise
Author :
Wang, Haiqiang ; Huang, Jianguo ; Gao, Wei
Author_Institution :
Northwestern Polytech. Univ., Xi´´an, China
Abstract :
A new direction of arrival (DOA) estimation method is proposed for coherent sources in the presence of spatially unknown correlated noise. The proposed method can fully eliminate the noise component by applying spatial smoothing technique to a new covariance matrix, and the new covariance matrix is the difference between the forward/backward spatial smoothing covariance and its rotation. The unknown correlated noise fields are supposed to be in a complex symmetric Toeplitz form, situations where this assumption is valid is common in sonar applications. Simulation results have shown that the proposed method can fully eliminate noise component and provide significant performance improvement over the conventional forward/backward spatial smoothing algorithm.
Keywords :
covariance matrices; direction-of-arrival estimation; smoothing methods; DOA estimation; coherent sources; covariance matrix; direction of arrival estimation method; forward-backward spatial smoothing covariance; sonar; spatial smoothing technique; unknown correlated noise fields; Arrays; Covariance matrix; Direction of arrival estimation; Estimation; Signal to noise ratio; Smoothing methods; DOA; coherent sources; forward/backward spatial smoothing; unknown correlated noise;
Conference_Titel :
Signal Processing, Communication and Computing (ICSPCC), 2012 IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-2192-1
DOI :
10.1109/ICSPCC.2012.6335630