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Tensor Approach to DOA Estimation of Coherent Signals with Electromagnetic Vector-Sensor Array

This paper addresses the direction-of-arrival (DOA) estimation problem using a uniform rectangular array with electromagnetic vector-sensors in correlated/coherent signal environments. The polarization information is separated from the steering matrix to decorrelate the signals. By developing a tens...

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Detalles Bibliográficos
Autores principales: Cao, Ming-Yang, Mao, Xingpeng, Long, Xiaozhuan, Huang, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308637/
https://www.ncbi.nlm.nih.gov/pubmed/30544546
http://dx.doi.org/10.3390/s18124320
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author Cao, Ming-Yang
Mao, Xingpeng
Long, Xiaozhuan
Huang, Lei
author_facet Cao, Ming-Yang
Mao, Xingpeng
Long, Xiaozhuan
Huang, Lei
author_sort Cao, Ming-Yang
collection PubMed
description This paper addresses the direction-of-arrival (DOA) estimation problem using a uniform rectangular array with electromagnetic vector-sensors in correlated/coherent signal environments. The polarization information is separated from the steering matrix to decorrelate the signals. By developing a tensorial structured received measurements of the array, we propose a tensor-based eigenvector DOA estimation method. Then we apply the forward-backward averaging to the tensor since it obeys the centro-Hermitian structure. In addition, a tensor-based polarization parameters estimation method is presented. The proposed algorithms are superior to the state-of-the-art algorithms in terms of estimation accuracy of coherent signals while only demand a modest computation burden comparing with the latter ones. Simulation results are given to demonstrate the effectiveness of the proposed methods under different scenarios.
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spelling pubmed-63086372019-01-04 Tensor Approach to DOA Estimation of Coherent Signals with Electromagnetic Vector-Sensor Array Cao, Ming-Yang Mao, Xingpeng Long, Xiaozhuan Huang, Lei Sensors (Basel) Article This paper addresses the direction-of-arrival (DOA) estimation problem using a uniform rectangular array with electromagnetic vector-sensors in correlated/coherent signal environments. The polarization information is separated from the steering matrix to decorrelate the signals. By developing a tensorial structured received measurements of the array, we propose a tensor-based eigenvector DOA estimation method. Then we apply the forward-backward averaging to the tensor since it obeys the centro-Hermitian structure. In addition, a tensor-based polarization parameters estimation method is presented. The proposed algorithms are superior to the state-of-the-art algorithms in terms of estimation accuracy of coherent signals while only demand a modest computation burden comparing with the latter ones. Simulation results are given to demonstrate the effectiveness of the proposed methods under different scenarios. MDPI 2018-12-07 /pmc/articles/PMC6308637/ /pubmed/30544546 http://dx.doi.org/10.3390/s18124320 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cao, Ming-Yang
Mao, Xingpeng
Long, Xiaozhuan
Huang, Lei
Tensor Approach to DOA Estimation of Coherent Signals with Electromagnetic Vector-Sensor Array
title Tensor Approach to DOA Estimation of Coherent Signals with Electromagnetic Vector-Sensor Array
title_full Tensor Approach to DOA Estimation of Coherent Signals with Electromagnetic Vector-Sensor Array
title_fullStr Tensor Approach to DOA Estimation of Coherent Signals with Electromagnetic Vector-Sensor Array
title_full_unstemmed Tensor Approach to DOA Estimation of Coherent Signals with Electromagnetic Vector-Sensor Array
title_short Tensor Approach to DOA Estimation of Coherent Signals with Electromagnetic Vector-Sensor Array
title_sort tensor approach to doa estimation of coherent signals with electromagnetic vector-sensor array
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308637/
https://www.ncbi.nlm.nih.gov/pubmed/30544546
http://dx.doi.org/10.3390/s18124320
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