DocumentCode
1881954
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
fYear
2012
fDate
12-15 Aug. 2012
Firstpage
305
Lastpage
309
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, Communication and Computing (ICSPCC), 2012 IEEE International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4673-2192-1
Type
conf
DOI
10.1109/ICSPCC.2012.6335630
Filename
6335630
Link To Document