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Achieving 3D Beamforming by Non-Synchronous Microphone Array Measurements

Beamforming technology is an essential method in acoustic imaging or reconstruction, which has been widely used in sound source localization and noise reduction. The beamforming algorithm can be described as all microphones in a plane simultaneously recording the source signal. The source position i...

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Autores principales: Yu, Liang, Guo, Qixin, Chu, Ning, Wang, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7766810/
https://www.ncbi.nlm.nih.gov/pubmed/33352768
http://dx.doi.org/10.3390/s20247308
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author Yu, Liang
Guo, Qixin
Chu, Ning
Wang, Rui
author_facet Yu, Liang
Guo, Qixin
Chu, Ning
Wang, Rui
author_sort Yu, Liang
collection PubMed
description Beamforming technology is an essential method in acoustic imaging or reconstruction, which has been widely used in sound source localization and noise reduction. The beamforming algorithm can be described as all microphones in a plane simultaneously recording the source signal. The source position is then localized by maximizing the result of the beamformer. Evidence has shown that the accuracy of the sound source localization in a 2D plane can be improved by the non-synchronous measurements of moving the microphone array. In this paper, non-synchronous measurements are applied to 3D beamforming, in which the measurement array envelops the 3D sound source space to improve the resolution of the 3D space. The entire radiated object is covered better by a virtualized large or high-density microphone array, and the range of beamforming frequency is also expanded. The 3D imaging results are achieved in different ways: the conventional beamforming with a planar array, the non-synchronous measurements with orthogonal moving arrays, and the non-synchronous measurements with non-orthogonal moving arrays. The imaging results of the non-synchronous measurements are compared with the synchronous measurements and analyzed in detail. The number of microphones required for measurement is reduced compared with the synchronous measurement. The non-synchronous measurements with non-orthogonal moving arrays also have a good resolution in 3D source localization. The proposed approach is validated with a simulation and experiment.
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spelling pubmed-77668102020-12-28 Achieving 3D Beamforming by Non-Synchronous Microphone Array Measurements Yu, Liang Guo, Qixin Chu, Ning Wang, Rui Sensors (Basel) Article Beamforming technology is an essential method in acoustic imaging or reconstruction, which has been widely used in sound source localization and noise reduction. The beamforming algorithm can be described as all microphones in a plane simultaneously recording the source signal. The source position is then localized by maximizing the result of the beamformer. Evidence has shown that the accuracy of the sound source localization in a 2D plane can be improved by the non-synchronous measurements of moving the microphone array. In this paper, non-synchronous measurements are applied to 3D beamforming, in which the measurement array envelops the 3D sound source space to improve the resolution of the 3D space. The entire radiated object is covered better by a virtualized large or high-density microphone array, and the range of beamforming frequency is also expanded. The 3D imaging results are achieved in different ways: the conventional beamforming with a planar array, the non-synchronous measurements with orthogonal moving arrays, and the non-synchronous measurements with non-orthogonal moving arrays. The imaging results of the non-synchronous measurements are compared with the synchronous measurements and analyzed in detail. The number of microphones required for measurement is reduced compared with the synchronous measurement. The non-synchronous measurements with non-orthogonal moving arrays also have a good resolution in 3D source localization. The proposed approach is validated with a simulation and experiment. MDPI 2020-12-19 /pmc/articles/PMC7766810/ /pubmed/33352768 http://dx.doi.org/10.3390/s20247308 Text en © 2020 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
Yu, Liang
Guo, Qixin
Chu, Ning
Wang, Rui
Achieving 3D Beamforming by Non-Synchronous Microphone Array Measurements
title Achieving 3D Beamforming by Non-Synchronous Microphone Array Measurements
title_full Achieving 3D Beamforming by Non-Synchronous Microphone Array Measurements
title_fullStr Achieving 3D Beamforming by Non-Synchronous Microphone Array Measurements
title_full_unstemmed Achieving 3D Beamforming by Non-Synchronous Microphone Array Measurements
title_short Achieving 3D Beamforming by Non-Synchronous Microphone Array Measurements
title_sort achieving 3d beamforming by non-synchronous microphone array measurements
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7766810/
https://www.ncbi.nlm.nih.gov/pubmed/33352768
http://dx.doi.org/10.3390/s20247308
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