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Acoustic source localization with microphone arrays for remote noise monitoring in an Intensive Care Unit
An approach is described to apply spatial filtering with microphone arrays to localize acoustic sources in an Intensive Care Unit (ICU). This is done to obtain more detailed information about disturbing noise sources in the ICU with the ultimate goal of facilitating the reduction of the overall back...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6039849/ https://www.ncbi.nlm.nih.gov/pubmed/30283155 http://dx.doi.org/10.1016/j.apacoust.2018.04.019 |
_version_ | 1783338753833566208 |
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author | Müller-Trapet, Markus Cheer, Jordan Fazi, Filippo Maria Darbyshire, Julie Young, J. Duncan |
author_facet | Müller-Trapet, Markus Cheer, Jordan Fazi, Filippo Maria Darbyshire, Julie Young, J. Duncan |
author_sort | Müller-Trapet, Markus |
collection | PubMed |
description | An approach is described to apply spatial filtering with microphone arrays to localize acoustic sources in an Intensive Care Unit (ICU). This is done to obtain more detailed information about disturbing noise sources in the ICU with the ultimate goal of facilitating the reduction of the overall background noise level, which could potentially improve the patients’ experience and reduce the time needed for recovery. This paper gives a practical description of the system, including the audio hardware setup as well as the design choices for the microphone arrays. Additionally, the necessary signal processing steps required to produce meaningful data are explained, focusing on a novel clustering approach that enables an automatic evaluation of the spatial filtering results. This approach allows the data to be presented to the nursing staff in a way that enables them to act on the results produced by the system. |
format | Online Article Text |
id | pubmed-6039849 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Elsevier Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-60398492018-10-01 Acoustic source localization with microphone arrays for remote noise monitoring in an Intensive Care Unit Müller-Trapet, Markus Cheer, Jordan Fazi, Filippo Maria Darbyshire, Julie Young, J. Duncan Appl Acoust Article An approach is described to apply spatial filtering with microphone arrays to localize acoustic sources in an Intensive Care Unit (ICU). This is done to obtain more detailed information about disturbing noise sources in the ICU with the ultimate goal of facilitating the reduction of the overall background noise level, which could potentially improve the patients’ experience and reduce the time needed for recovery. This paper gives a practical description of the system, including the audio hardware setup as well as the design choices for the microphone arrays. Additionally, the necessary signal processing steps required to produce meaningful data are explained, focusing on a novel clustering approach that enables an automatic evaluation of the spatial filtering results. This approach allows the data to be presented to the nursing staff in a way that enables them to act on the results produced by the system. Elsevier Ltd 2018-10 /pmc/articles/PMC6039849/ /pubmed/30283155 http://dx.doi.org/10.1016/j.apacoust.2018.04.019 Text en © 2018 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Müller-Trapet, Markus Cheer, Jordan Fazi, Filippo Maria Darbyshire, Julie Young, J. Duncan Acoustic source localization with microphone arrays for remote noise monitoring in an Intensive Care Unit |
title | Acoustic source localization with microphone arrays for remote noise monitoring in an Intensive Care Unit |
title_full | Acoustic source localization with microphone arrays for remote noise monitoring in an Intensive Care Unit |
title_fullStr | Acoustic source localization with microphone arrays for remote noise monitoring in an Intensive Care Unit |
title_full_unstemmed | Acoustic source localization with microphone arrays for remote noise monitoring in an Intensive Care Unit |
title_short | Acoustic source localization with microphone arrays for remote noise monitoring in an Intensive Care Unit |
title_sort | acoustic source localization with microphone arrays for remote noise monitoring in an intensive care unit |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6039849/ https://www.ncbi.nlm.nih.gov/pubmed/30283155 http://dx.doi.org/10.1016/j.apacoust.2018.04.019 |
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