Title :
A Fast Parameter Estimation Approach for Coherently Distributed Source
Author :
Han, Yinghua ; Wang, Jinkuan ; Zhao, Qiang ; Song, Xin
Author_Institution :
Northeastern Univ. at Qinhuangdao, Shenyang, China
Abstract :
In this paper, we consider the problem of estimating the parameters- the central directions of arrival (DOA) and angular spread of distributed source by one-dimension searching algorithm. The central DOA and angular spread are decoupled based on deduced Schur-Hadamard product steering vector. And then a second order statistics is proposed to estimate the central DOA. Angular spread is estimated by beamforming method sequently. The proposed algorithm can give effective parameter estimation, low computational cost and sufficient robustness. Simulations clearly demonstrate that the algorithm is not only effective, but also enjoys better performance.
Keywords :
adaptive antenna arrays; array signal processing; direction-of-arrival estimation; statistical analysis; Schur-Hadamard product steering vector; angular spread algorithm; beamforming method; coherently distributed source; directions of arrival estimation; one-dimension searching algorithm; parameter estimation approach; second order statistics; smart antenna; Array signal processing; Computational efficiency; Direction of arrival estimation; Geometry; Parameter estimation; Robustness; Sensor arrays; Signal processing algorithms; Statistical distributions; Vectors;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2009. WiCom '09. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3692-7
Electronic_ISBN :
978-1-4244-3693-4
DOI :
10.1109/WICOM.2009.5302429