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Improved Spatial Differencing Scheme for 2-D DOA Estimation of Coherent Signals with Uniform Rectangular Arrays

This paper proposes an improved spatial differencing (ISD) scheme for two-dimensional direction of arrival (2-D DOA) estimation of coherent signals with uniform rectangular arrays (URAs). We first divide the URA into a number of row rectangular subarrays. Then, by extracting all the data information...

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Detalles Bibliográficos
Autores principales: Shi, Junpeng, Hu, Guoping, Sun, Fenggang, Zong, Binfeng, Wang, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5621094/
https://www.ncbi.nlm.nih.gov/pubmed/28837115
http://dx.doi.org/10.3390/s17091956
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author Shi, Junpeng
Hu, Guoping
Sun, Fenggang
Zong, Binfeng
Wang, Xin
author_facet Shi, Junpeng
Hu, Guoping
Sun, Fenggang
Zong, Binfeng
Wang, Xin
author_sort Shi, Junpeng
collection PubMed
description This paper proposes an improved spatial differencing (ISD) scheme for two-dimensional direction of arrival (2-D DOA) estimation of coherent signals with uniform rectangular arrays (URAs). We first divide the URA into a number of row rectangular subarrays. Then, by extracting all the data information of each subarray, we only perform difference-operation on the auto-correlations, while the cross-correlations are kept unchanged. Using the reconstructed submatrices, both the forward only ISD (FO-ISD) and forward backward ISD (FB-ISD) methods are developed under the proposed scheme. Compared with the existing spatial smoothing techniques, the proposed scheme can use more data information of the sample covariance matrix and also suppress the effect of additive noise more effectively. Simulation results show that both FO-ISD and FB-ISD can improve the estimation performance largely as compared to the others, in white or colored noise conditions.
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spelling pubmed-56210942017-10-03 Improved Spatial Differencing Scheme for 2-D DOA Estimation of Coherent Signals with Uniform Rectangular Arrays Shi, Junpeng Hu, Guoping Sun, Fenggang Zong, Binfeng Wang, Xin Sensors (Basel) Article This paper proposes an improved spatial differencing (ISD) scheme for two-dimensional direction of arrival (2-D DOA) estimation of coherent signals with uniform rectangular arrays (URAs). We first divide the URA into a number of row rectangular subarrays. Then, by extracting all the data information of each subarray, we only perform difference-operation on the auto-correlations, while the cross-correlations are kept unchanged. Using the reconstructed submatrices, both the forward only ISD (FO-ISD) and forward backward ISD (FB-ISD) methods are developed under the proposed scheme. Compared with the existing spatial smoothing techniques, the proposed scheme can use more data information of the sample covariance matrix and also suppress the effect of additive noise more effectively. Simulation results show that both FO-ISD and FB-ISD can improve the estimation performance largely as compared to the others, in white or colored noise conditions. MDPI 2017-08-24 /pmc/articles/PMC5621094/ /pubmed/28837115 http://dx.doi.org/10.3390/s17091956 Text en © 2017 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
Shi, Junpeng
Hu, Guoping
Sun, Fenggang
Zong, Binfeng
Wang, Xin
Improved Spatial Differencing Scheme for 2-D DOA Estimation of Coherent Signals with Uniform Rectangular Arrays
title Improved Spatial Differencing Scheme for 2-D DOA Estimation of Coherent Signals with Uniform Rectangular Arrays
title_full Improved Spatial Differencing Scheme for 2-D DOA Estimation of Coherent Signals with Uniform Rectangular Arrays
title_fullStr Improved Spatial Differencing Scheme for 2-D DOA Estimation of Coherent Signals with Uniform Rectangular Arrays
title_full_unstemmed Improved Spatial Differencing Scheme for 2-D DOA Estimation of Coherent Signals with Uniform Rectangular Arrays
title_short Improved Spatial Differencing Scheme for 2-D DOA Estimation of Coherent Signals with Uniform Rectangular Arrays
title_sort improved spatial differencing scheme for 2-d doa estimation of coherent signals with uniform rectangular arrays
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5621094/
https://www.ncbi.nlm.nih.gov/pubmed/28837115
http://dx.doi.org/10.3390/s17091956
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