DocumentCode :
3392836
Title :
The joint estimation of source number and DOA non-based on the Eigen decomposition approach
Author :
Lutao, Liu ; Xicai, Si ; Liguo, Wang
Author_Institution :
Col. of Inf. & Telecommun. Eng., Harbin, China
fYear :
2010
fDate :
24-28 Oct. 2010
Firstpage :
376
Lastpage :
380
Abstract :
A new concept `propagator´ for array signal processing is recently introduced, the properties of which have been proven useful for DO A (Direction of Arrival) estimation. This attractive concept is the propagator which can easily be extracted from the cross spectral matrix of the received signals for DOA estimation without Eigen-decomposition. But supplying propagator for DOA estimation has to know the number of sources received by array, which limits the application of propagator in Radar, Sonar and passive detection system. Based on multivariate analysis method, a joint estimation of the number of sources and DOA by propagator method (PM) is presented. It shows that the performance of proposed method with less complexity, effectiveness and high resolution.
Keywords :
array signal processing; direction-of-arrival estimation; eigenvalues and eigenfunctions; DOA; Eigen decomposition; Radar; Sonar; array signal processing; cross spectral matrix; direction of arrival estimation; multivariate analysis method; passive detection system; propagator method; Arrays; Direction of arrival estimation; Estimation; Matrix decomposition; Signal processing algorithms; Signal to noise ratio; Array signal processing; DOA estimation; multivariate analysis; source number estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
Type :
conf
DOI :
10.1109/ICOSP.2010.5655189
Filename :
5655189
Link To Document :
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