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Degree-of-Freedom Strengthened Cascade Array for DOD-DOA Estimation in MIMO Array Systems
In spatial spectrum estimation, difference co-array can provide extra degrees-of-freedom (DOFs) for promoting parameter identifiability and parameter estimation accuracy. For the sake of acquiring as more DOFs as possible with a given number of physical sensors, we herein design a novel sensor array...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5982646/ https://www.ncbi.nlm.nih.gov/pubmed/29758000 http://dx.doi.org/10.3390/s18051557 |
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author | Yao, Bobin Dong, Zhi Zhang, Weile Wang, Wei Wu, Qisheng |
author_facet | Yao, Bobin Dong, Zhi Zhang, Weile Wang, Wei Wu, Qisheng |
author_sort | Yao, Bobin |
collection | PubMed |
description | In spatial spectrum estimation, difference co-array can provide extra degrees-of-freedom (DOFs) for promoting parameter identifiability and parameter estimation accuracy. For the sake of acquiring as more DOFs as possible with a given number of physical sensors, we herein design a novel sensor array geometry named cascade array. This structure is generated by systematically connecting a uniform linear array (ULA) and a non-uniform linear array, and can provide more DOFs than some exist array structures but less than the upper-bound indicated by minimum redundant array (MRA). We further apply this cascade array into multiple input multiple output (MIMO) array systems, and propose a novel joint direction of departure (DOD) and direction of arrival (DOA) estimation algorithm, which is based on a reduced-dimensional weighted subspace fitting technique. The algorithm is angle auto-paired and computationally efficient. Theoretical analysis and numerical simulations prove the advantages and effectiveness of the proposed array structure and the related algorithm. |
format | Online Article Text |
id | pubmed-5982646 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-59826462018-06-05 Degree-of-Freedom Strengthened Cascade Array for DOD-DOA Estimation in MIMO Array Systems Yao, Bobin Dong, Zhi Zhang, Weile Wang, Wei Wu, Qisheng Sensors (Basel) Article In spatial spectrum estimation, difference co-array can provide extra degrees-of-freedom (DOFs) for promoting parameter identifiability and parameter estimation accuracy. For the sake of acquiring as more DOFs as possible with a given number of physical sensors, we herein design a novel sensor array geometry named cascade array. This structure is generated by systematically connecting a uniform linear array (ULA) and a non-uniform linear array, and can provide more DOFs than some exist array structures but less than the upper-bound indicated by minimum redundant array (MRA). We further apply this cascade array into multiple input multiple output (MIMO) array systems, and propose a novel joint direction of departure (DOD) and direction of arrival (DOA) estimation algorithm, which is based on a reduced-dimensional weighted subspace fitting technique. The algorithm is angle auto-paired and computationally efficient. Theoretical analysis and numerical simulations prove the advantages and effectiveness of the proposed array structure and the related algorithm. MDPI 2018-05-14 /pmc/articles/PMC5982646/ /pubmed/29758000 http://dx.doi.org/10.3390/s18051557 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 Yao, Bobin Dong, Zhi Zhang, Weile Wang, Wei Wu, Qisheng Degree-of-Freedom Strengthened Cascade Array for DOD-DOA Estimation in MIMO Array Systems |
title | Degree-of-Freedom Strengthened Cascade Array for DOD-DOA Estimation in MIMO Array Systems |
title_full | Degree-of-Freedom Strengthened Cascade Array for DOD-DOA Estimation in MIMO Array Systems |
title_fullStr | Degree-of-Freedom Strengthened Cascade Array for DOD-DOA Estimation in MIMO Array Systems |
title_full_unstemmed | Degree-of-Freedom Strengthened Cascade Array for DOD-DOA Estimation in MIMO Array Systems |
title_short | Degree-of-Freedom Strengthened Cascade Array for DOD-DOA Estimation in MIMO Array Systems |
title_sort | degree-of-freedom strengthened cascade array for dod-doa estimation in mimo array systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5982646/ https://www.ncbi.nlm.nih.gov/pubmed/29758000 http://dx.doi.org/10.3390/s18051557 |
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