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Bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays

Microphone arrays are an essential tool in the field of bioacoustics as they provide a non-intrusive way to study animal vocalizations and monitor their movement and behavior. Microphone arrays can be used for passive localization and tracking of sound sources while analyzing beamforming or spatial...

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Autores principales: Verreycken, Erik, Simon, Ralph, Quirk-Royal, Brandt, Daems, Walter, Barber, Jesse, Steckel, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8581004/
https://www.ncbi.nlm.nih.gov/pubmed/34759372
http://dx.doi.org/10.1038/s42003-021-02746-2
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author Verreycken, Erik
Simon, Ralph
Quirk-Royal, Brandt
Daems, Walter
Barber, Jesse
Steckel, Jan
author_facet Verreycken, Erik
Simon, Ralph
Quirk-Royal, Brandt
Daems, Walter
Barber, Jesse
Steckel, Jan
author_sort Verreycken, Erik
collection PubMed
description Microphone arrays are an essential tool in the field of bioacoustics as they provide a non-intrusive way to study animal vocalizations and monitor their movement and behavior. Microphone arrays can be used for passive localization and tracking of sound sources while analyzing beamforming or spatial filtering of the emitted sound. Studying free roaming animals usually requires setting up equipment over large areas and attaching a tracking device to the animal which may alter their behavior. However, monitoring vocalizing animals through arrays of microphones, spatially distributed over their habitat has the advantage that unrestricted/unmanipulated animals can be observed. Important insights have been achieved through the use of microphone arrays, such as the convergent acoustic field of view in echolocating bats or context-dependent functions of avian duets. Here we show the development and application of large flexible microphone arrays that can be used to localize and track any vocalizing animal and study their bio-acoustic behavior. In a first experiment with hunting pallid bats the acoustic data acquired from a dense array with 64 microphones revealed details of the bats’ echolocation beam in previously unseen resolution. We also demonstrate the flexibility of the proposed microphone array system in a second experiment, where we used a different array architecture allowing to simultaneously localize several species of vocalizing songbirds in a radius of 75 m. Our technology makes it possible to do longer measurement campaigns over larger areas studying changing habitats and providing new insights for habitat conservation. The flexible nature of the technology also makes it possible to create dense microphone arrays that can enhance our understanding in various fields of bioacoustics and can help to tackle the analytics of complex behaviors of vocalizing animals.
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spelling pubmed-85810042021-11-15 Bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays Verreycken, Erik Simon, Ralph Quirk-Royal, Brandt Daems, Walter Barber, Jesse Steckel, Jan Commun Biol Article Microphone arrays are an essential tool in the field of bioacoustics as they provide a non-intrusive way to study animal vocalizations and monitor their movement and behavior. Microphone arrays can be used for passive localization and tracking of sound sources while analyzing beamforming or spatial filtering of the emitted sound. Studying free roaming animals usually requires setting up equipment over large areas and attaching a tracking device to the animal which may alter their behavior. However, monitoring vocalizing animals through arrays of microphones, spatially distributed over their habitat has the advantage that unrestricted/unmanipulated animals can be observed. Important insights have been achieved through the use of microphone arrays, such as the convergent acoustic field of view in echolocating bats or context-dependent functions of avian duets. Here we show the development and application of large flexible microphone arrays that can be used to localize and track any vocalizing animal and study their bio-acoustic behavior. In a first experiment with hunting pallid bats the acoustic data acquired from a dense array with 64 microphones revealed details of the bats’ echolocation beam in previously unseen resolution. We also demonstrate the flexibility of the proposed microphone array system in a second experiment, where we used a different array architecture allowing to simultaneously localize several species of vocalizing songbirds in a radius of 75 m. Our technology makes it possible to do longer measurement campaigns over larger areas studying changing habitats and providing new insights for habitat conservation. The flexible nature of the technology also makes it possible to create dense microphone arrays that can enhance our understanding in various fields of bioacoustics and can help to tackle the analytics of complex behaviors of vocalizing animals. Nature Publishing Group UK 2021-11-10 /pmc/articles/PMC8581004/ /pubmed/34759372 http://dx.doi.org/10.1038/s42003-021-02746-2 Text en © The Author(s) 2021 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
Verreycken, Erik
Simon, Ralph
Quirk-Royal, Brandt
Daems, Walter
Barber, Jesse
Steckel, Jan
Bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays
title Bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays
title_full Bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays
title_fullStr Bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays
title_full_unstemmed Bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays
title_short Bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays
title_sort bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8581004/
https://www.ncbi.nlm.nih.gov/pubmed/34759372
http://dx.doi.org/10.1038/s42003-021-02746-2
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