Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Muñoz, Felipe, Soto, Marcelo A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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
_version_ 1784745797871468544
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