DocumentCode
525153
Title
Parameter estimation algorithm for coherently distributed source
Author
Han, Yinghua ; Wang, Jinkuan ; Zhao, Qiang ; Wang, Bin
Author_Institution
Eng. Optimization & Smart Antenna Inst., Northeastern Univ. at Qinhuangdao, Qinhuangdao, China
Volume
4
fYear
2010
fDate
25-27 June 2010
Abstract
A low-complexity estimation method is presented to estimate the parameter of coherently distributed source. The central direction of arrival (DOA) is estimated by proposed second-order statistics based on Schur-Hadamard product steering vector, and then angular spread are given by beamforming method. The method is a low-complex estimator that does not need a joint search in two-dimensional parameter space. And angular spread is included in the constraint, so it owns more robustness in estimating angular spread. The simulation results prove the effectiveness of our method.
Keywords
array signal processing; computational complexity; direction-of-arrival estimation; statistical analysis; DOA estimation; Schur-Hadamard product steering vector; angular spread estimation; beamforming method; coherently-distributed source; direction-of-arrival estimation; low-complexity estimation method; parameter estimation algorithm; second-order statistics; two-dimensional parameter space; Algorithm design and analysis; Array signal processing; Direction of arrival estimation; Distributed computing; Parameter estimation; Robustness; Sensor arrays; Signal processing algorithms; Statistical distributions; Vectors; angular spread; array signal processing; coherently distributed source; the central DOA;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Design and Applications (ICCDA), 2010 International Conference on
Conference_Location
Qinhuangdao
Print_ISBN
978-1-4244-7164-5
Electronic_ISBN
978-1-4244-7164-5
Type
conf
DOI
10.1109/ICCDA.2010.5540699
Filename
5540699
Link To Document