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Enhancing fibre-optic distributed acoustic sensing capabilities with blind near-field array signal processing
Distributed acoustic sensors (DAS) can monitor mechanical vibrations along thousands independent locations using an optical fibre. The measured acoustic waveform highly varies along the sensing fibre due to the intrinsic uneven DAS longitudinal response and distortions originated during mechanical w...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9276755/ https://www.ncbi.nlm.nih.gov/pubmed/35821369 http://dx.doi.org/10.1038/s41467-022-31681-x |
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author | Muñoz, Felipe Soto, Marcelo A. |
author_facet | Muñoz, Felipe Soto, Marcelo A. |
author_sort | Muñoz, Felipe |
collection | PubMed |
description | Distributed acoustic sensors (DAS) can monitor mechanical vibrations along thousands independent locations using an optical fibre. The measured acoustic waveform highly varies along the sensing fibre due to the intrinsic uneven DAS longitudinal response and distortions originated during mechanical wave propagation. Here, we propose a fully blind method based on near-field acoustic array processing that considers the nonuniform response of DAS channels and can be used with any optical fibre positioning geometry having angular diversity. With no source and fibre location information, the method can reduce signal distortions and provide relevant signal-to-noise ratio enhancement through sparse beamforming spatial filtering. The method also allows the localisation of the two-dimensional spatial coordinates of acoustic sources, requiring no specific fibre installation design. The method offers distributed analysis capabilities of the entire acoustic field outside the sensing fibre, enabling DAS systems to characterise vibration sources placed in areas far from the optical fibre. |
format | Online Article Text |
id | pubmed-9276755 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92767552022-07-14 Enhancing fibre-optic distributed acoustic sensing capabilities with blind near-field array signal processing Muñoz, Felipe Soto, Marcelo A. Nat Commun Article Distributed acoustic sensors (DAS) can monitor mechanical vibrations along thousands independent locations using an optical fibre. The measured acoustic waveform highly varies along the sensing fibre due to the intrinsic uneven DAS longitudinal response and distortions originated during mechanical wave propagation. Here, we propose a fully blind method based on near-field acoustic array processing that considers the nonuniform response of DAS channels and can be used with any optical fibre positioning geometry having angular diversity. With no source and fibre location information, the method can reduce signal distortions and provide relevant signal-to-noise ratio enhancement through sparse beamforming spatial filtering. The method also allows the localisation of the two-dimensional spatial coordinates of acoustic sources, requiring no specific fibre installation design. The method offers distributed analysis capabilities of the entire acoustic field outside the sensing fibre, enabling DAS systems to characterise vibration sources placed in areas far from the optical fibre. Nature Publishing Group UK 2022-07-11 /pmc/articles/PMC9276755/ /pubmed/35821369 http://dx.doi.org/10.1038/s41467-022-31681-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Muñoz, Felipe Soto, Marcelo A. Enhancing fibre-optic distributed acoustic sensing capabilities with blind near-field array signal processing |
title | Enhancing fibre-optic distributed acoustic sensing capabilities with blind near-field array signal processing |
title_full | Enhancing fibre-optic distributed acoustic sensing capabilities with blind near-field array signal processing |
title_fullStr | Enhancing fibre-optic distributed acoustic sensing capabilities with blind near-field array signal processing |
title_full_unstemmed | Enhancing fibre-optic distributed acoustic sensing capabilities with blind near-field array signal processing |
title_short | Enhancing fibre-optic distributed acoustic sensing capabilities with blind near-field array signal processing |
title_sort | enhancing fibre-optic distributed acoustic sensing capabilities with blind near-field array signal processing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9276755/ https://www.ncbi.nlm.nih.gov/pubmed/35821369 http://dx.doi.org/10.1038/s41467-022-31681-x |
work_keys_str_mv | AT munozfelipe enhancingfibreopticdistributedacousticsensingcapabilitieswithblindnearfieldarraysignalprocessing AT sotomarceloa enhancingfibreopticdistributedacousticsensingcapabilitieswithblindnearfieldarraysignalprocessing |