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A Channelization-Based DOA Estimation Method for Wideband Signals
In this paper, we propose a novel direction of arrival (DOA) estimation method for wideband signals with sensor arrays. The proposed method splits the wideband array output into multiple frequency sub-channels and estimates the signal parameters using a digital channelization receiver. Based on the...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4970080/ https://www.ncbi.nlm.nih.gov/pubmed/27384566 http://dx.doi.org/10.3390/s16071031 |
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author | Guo, Rui Zhang, Yue Lin, Qianqiang Chen, Zengping |
author_facet | Guo, Rui Zhang, Yue Lin, Qianqiang Chen, Zengping |
author_sort | Guo, Rui |
collection | PubMed |
description | In this paper, we propose a novel direction of arrival (DOA) estimation method for wideband signals with sensor arrays. The proposed method splits the wideband array output into multiple frequency sub-channels and estimates the signal parameters using a digital channelization receiver. Based on the output sub-channels, a channelization-based incoherent signal subspace method (Channelization-ISM) and a channelization-based test of orthogonality of projected subspaces method (Channelization-TOPS) are proposed. Channelization-ISM applies narrowband signal subspace methods on each sub-channel independently. Then the arithmetic mean or geometric mean of the estimated DOAs from each sub-channel gives the final result. Channelization-TOPS measures the orthogonality between the signal and the noise subspaces of the output sub-channels to estimate DOAs. The proposed channelization-based method isolates signals in different bandwidths reasonably and improves the output SNR. It outperforms the conventional ISM and TOPS methods on estimation accuracy and dynamic range, especially in real environments. Besides, the parallel processing architecture makes it easy to implement on hardware. A wideband digital array radar (DAR) using direct wideband radio frequency (RF) digitization is presented. Experiments carried out in a microwave anechoic chamber with the wideband DAR are presented to demonstrate the performance. The results verify the effectiveness of the proposed method. |
format | Online Article Text |
id | pubmed-4970080 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-49700802016-08-04 A Channelization-Based DOA Estimation Method for Wideband Signals Guo, Rui Zhang, Yue Lin, Qianqiang Chen, Zengping Sensors (Basel) Article In this paper, we propose a novel direction of arrival (DOA) estimation method for wideband signals with sensor arrays. The proposed method splits the wideband array output into multiple frequency sub-channels and estimates the signal parameters using a digital channelization receiver. Based on the output sub-channels, a channelization-based incoherent signal subspace method (Channelization-ISM) and a channelization-based test of orthogonality of projected subspaces method (Channelization-TOPS) are proposed. Channelization-ISM applies narrowband signal subspace methods on each sub-channel independently. Then the arithmetic mean or geometric mean of the estimated DOAs from each sub-channel gives the final result. Channelization-TOPS measures the orthogonality between the signal and the noise subspaces of the output sub-channels to estimate DOAs. The proposed channelization-based method isolates signals in different bandwidths reasonably and improves the output SNR. It outperforms the conventional ISM and TOPS methods on estimation accuracy and dynamic range, especially in real environments. Besides, the parallel processing architecture makes it easy to implement on hardware. A wideband digital array radar (DAR) using direct wideband radio frequency (RF) digitization is presented. Experiments carried out in a microwave anechoic chamber with the wideband DAR are presented to demonstrate the performance. The results verify the effectiveness of the proposed method. MDPI 2016-07-04 /pmc/articles/PMC4970080/ /pubmed/27384566 http://dx.doi.org/10.3390/s16071031 Text en © 2016 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 Guo, Rui Zhang, Yue Lin, Qianqiang Chen, Zengping A Channelization-Based DOA Estimation Method for Wideband Signals |
title | A Channelization-Based DOA Estimation Method for Wideband Signals |
title_full | A Channelization-Based DOA Estimation Method for Wideband Signals |
title_fullStr | A Channelization-Based DOA Estimation Method for Wideband Signals |
title_full_unstemmed | A Channelization-Based DOA Estimation Method for Wideband Signals |
title_short | A Channelization-Based DOA Estimation Method for Wideband Signals |
title_sort | channelization-based doa estimation method for wideband signals |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4970080/ https://www.ncbi.nlm.nih.gov/pubmed/27384566 http://dx.doi.org/10.3390/s16071031 |
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