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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...

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Detalles Bibliográficos
Autores principales: Müller-Trapet, Markus, Cheer, Jordan, Fazi, Filippo Maria, Darbyshire, Julie, Young, J. Duncan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd 2018
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
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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.
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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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