Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783383235944775680 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6308637 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT caomingyang tensorapproachtodoaestimationofcoherentsignalswithelectromagneticvectorsensorarray AT maoxingpeng tensorapproachtodoaestimationofcoherentsignalswithelectromagneticvectorsensorarray AT longxiaozhuan tensorapproachtodoaestimationofcoherentsignalswithelectromagneticvectorsensorarray AT huanglei tensorapproachtodoaestimationofcoherentsignalswithelectromagneticvectorsensorarray |