DocumentCode
519332
Title
Blind DOA Estimation Based on JADE Algorithm in Multi-path Environment
Author
Jia, Zhao ; Jing-shu, Yang
Author_Institution
Hefei Electron. Eng. Inst., Hefei, China
Volume
1
fYear
2010
fDate
5-6 June 2010
Firstpage
141
Lastpage
144
Abstract
In this paper, we consider the problem of direction-of-arrival (DOA) estimation in the presence of multi-path propagation. The sensor elements are assumed to be linear and uniformly spaced. To solve this problem, we propose a two step approach to perform DOA estimation in the presence of coherent signals for a uniformly spaced linear array of sensors. First, the effective steering vectors are estimated using the JADE algorithm. Then, the modified forward-backward linear prediction (MFBLP) algorithm estimates the DOA using the estimated vectors. We summarize the algorithms herein and present Monte-Carlo simulations demonstrating the effectiveness of the new algorithm.
Keywords
Monte Carlo methods; array signal processing; blind source separation; direction-of-arrival estimation; JADE algorithm; MFBLP algorithm; Monte Carlo simulation; blind DOA estimation; coherent signals; direction-of-arrival estimation; modified forward-backward linear prediction algorithm; multipath propagation; sensor linear array; Array signal processing; Direction of arrival estimation; Independent component analysis; Industrial engineering; Maximum likelihood estimation; Prediction algorithms; Sensor arrays; Signal processing; Signal processing algorithms; Vectors; Direction-of-Arrival estimation; Joint Approximate Diagonalization of Eigen-matrices; Multi-path;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing, Control and Industrial Engineering (CCIE), 2010 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-0-7695-4026-9
Type
conf
DOI
10.1109/CCIE.2010.43
Filename
5492052
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