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
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;
Conference_Titel :
Computing, Control and Industrial Engineering (CCIE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-4026-9
DOI :
10.1109/CCIE.2010.43