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DOA Estimation for Coherent Sources Based on Uniformly Distributed Two Concentric Rings Array
The direction estimation of the coherent source in a uniform circular array is an essential part of the signal processing area of the array, but the traditional uniform circular array algorithm has a low localization accuracy and a poor localization effect on the coherent source. To solve this probl...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611304/ https://www.ncbi.nlm.nih.gov/pubmed/37896502 http://dx.doi.org/10.3390/s23208408 |
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author | Han, Chuang Guo, Shenghong Yan, Ning Dong, Jingwei Xing, Bowen |
author_facet | Han, Chuang Guo, Shenghong Yan, Ning Dong, Jingwei Xing, Bowen |
author_sort | Han, Chuang |
collection | PubMed |
description | The direction estimation of the coherent source in a uniform circular array is an essential part of the signal processing area of the array, but the traditional uniform circular array algorithm has a low localization accuracy and a poor localization effect on the coherent source. To solve this problem, this paper proposes a two-dimensional direction of arrival (DOA) estimation for the coherent source in broadband. Firstly, the central frequency of the coherent sound source is estimated using the frequency estimation method of the delayed data, and a real-valued beamformer is constructed using the concept of the multiloop phase mode. Then, the cost function in the beam space is obtained. Finally, the cost function is searched in two dimensions to locate the sound source. In this paper, we simulate the DOA of the sound source at different frequencies and signal-to-noise ratios and analyze the resolution of the circular array. The simulation results show that the proposed algorithm can estimate the direction of arrival with high precision and achieve the desired results. |
format | Online Article Text |
id | pubmed-10611304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106113042023-10-28 DOA Estimation for Coherent Sources Based on Uniformly Distributed Two Concentric Rings Array Han, Chuang Guo, Shenghong Yan, Ning Dong, Jingwei Xing, Bowen Sensors (Basel) Article The direction estimation of the coherent source in a uniform circular array is an essential part of the signal processing area of the array, but the traditional uniform circular array algorithm has a low localization accuracy and a poor localization effect on the coherent source. To solve this problem, this paper proposes a two-dimensional direction of arrival (DOA) estimation for the coherent source in broadband. Firstly, the central frequency of the coherent sound source is estimated using the frequency estimation method of the delayed data, and a real-valued beamformer is constructed using the concept of the multiloop phase mode. Then, the cost function in the beam space is obtained. Finally, the cost function is searched in two dimensions to locate the sound source. In this paper, we simulate the DOA of the sound source at different frequencies and signal-to-noise ratios and analyze the resolution of the circular array. The simulation results show that the proposed algorithm can estimate the direction of arrival with high precision and achieve the desired results. MDPI 2023-10-12 /pmc/articles/PMC10611304/ /pubmed/37896502 http://dx.doi.org/10.3390/s23208408 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Han, Chuang Guo, Shenghong Yan, Ning Dong, Jingwei Xing, Bowen DOA Estimation for Coherent Sources Based on Uniformly Distributed Two Concentric Rings Array |
title | DOA Estimation for Coherent Sources Based on Uniformly Distributed Two Concentric Rings Array |
title_full | DOA Estimation for Coherent Sources Based on Uniformly Distributed Two Concentric Rings Array |
title_fullStr | DOA Estimation for Coherent Sources Based on Uniformly Distributed Two Concentric Rings Array |
title_full_unstemmed | DOA Estimation for Coherent Sources Based on Uniformly Distributed Two Concentric Rings Array |
title_short | DOA Estimation for Coherent Sources Based on Uniformly Distributed Two Concentric Rings Array |
title_sort | doa estimation for coherent sources based on uniformly distributed two concentric rings array |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611304/ https://www.ncbi.nlm.nih.gov/pubmed/37896502 http://dx.doi.org/10.3390/s23208408 |
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