DocumentCode :
2556876
Title :
A kind of method for direction of arrival estimation based on blind source separation demixing matrix
Author :
Kang Chun-yu ; Fan Wen-Tao ; Zhang Xin-hua ; Li Jun
Author_Institution :
Res. Center of Signal & Inf., DaLian Navy Acad., Dalian, China
fYear :
2012
fDate :
29-31 May 2012
Firstpage :
134
Lastpage :
137
Abstract :
Direction of arrival(DOA) estimation is the base of the underwater target orientation, tracking. Based on the characteristic of the array manifold can be estimated by complex blind source separation using the singular value decomposition, a new kind of model and method for DOA estimation is proposed using the directivity patterns of the blind source separation demixing matrix. Its efficiency and stability was tested by simulation data and recorded data in real sea. Results show that it can complete the real-time estimation of the target direction. And it is superior to the minimum variance distortionless response(MVDR) method and the method proposed in relevant literatures, it can obviously improves the detection capability of the sonar system for the faint target signal obviously.
Keywords :
blind source separation; direction-of-arrival estimation; singular value decomposition; sonar detection; sonar signal processing; sonar tracking; target tracking; underwater sound; DOA estimation; MVDR method; array manifold; blind source separation; demixing matrix; direction of arrival estimation; directivity pattern; faint target signal detection; minimum variance distortionless response; real sea; singular value decomposition; sonar system detection; stability; target direction estimation; underwater target orientation; underwater target tracking; Arrays; Blind source separation; Direction of arrival estimation; Estimation; Manifolds; Marine vehicles; Sensors; Direction of arrival estimation; blind source separation; demixing matrix; minimum variance distortionless response;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2012 Eighth International Conference on
Conference_Location :
Chongqing
ISSN :
2157-9555
Print_ISBN :
978-1-4577-2130-4
Type :
conf
DOI :
10.1109/ICNC.2012.6234543
Filename :
6234543
Link To Document :
بازگشت