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Wireless Personal Communications
Published in: Wireless Personal Communications 4/2017

28-05-2017

A Direction-of-Arrival Estimation Method via Joint Diagonalization

Authors: Xian-Feng Xu, Chen-Dong Duan, Lai-Jun Liu, Xiao-Jun Yang

Published in: Wireless Personal Communications | Issue 4/2017

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Abstract

A new Direction-of-Arrival (DOA) estimation method based on a joint diagonalization strategy for fast blind source separation (named FBSS-DOA) is proposed in this paper. A group of spatial temporal correlation matrices of the received signals by an array of sensors possessing diagonal structure is generated. A cost function of joint diagonalization for blind source separation is introduced. For solving this cost function, a fast multiplied iterative algorithm in complex-valued domain is utilized. The demixing matrix is then estimated, the manifold matrix is derived and the estimation of DOA can furthermore be realized. Compared with some other state-of-art existing DOA algorithms, the proposed FBSS-DOA algorithm has more generality. Numerous simulations illustrate that this algorithm possesses more accurate DOA estimation performance.
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Metadata
Title
A Direction-of-Arrival Estimation Method via Joint Diagonalization
Authors
Xian-Feng Xu
Chen-Dong Duan
Lai-Jun Liu
Xiao-Jun Yang
Publication date
28-05-2017
Publisher
Springer US
Published in
Wireless Personal Communications / Issue 4/2017
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-017-4462-2

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