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
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;
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
DOI :
10.1109/ICCDA.2010.5540699