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A bio-mimetic miniature drone for real-time audio based short-range tracking

One of the most difficult sensorimotor behaviors exhibited by flying animals is the ability to track another flying animal based on its sound emissions. From insects to mammals, animals display this ability in order to localize and track conspecifics, mate or prey. The pursuing individual must overc...

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Detalles Bibliográficos
Autores principales: Zigelman, Roei, Eitan, Ofri, Mazar, Omer, Weiss, Anthony, Yovel, Yossi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8932603/
https://www.ncbi.nlm.nih.gov/pubmed/35259156
http://dx.doi.org/10.1371/journal.pcbi.1009936
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author Zigelman, Roei
Eitan, Ofri
Mazar, Omer
Weiss, Anthony
Yovel, Yossi
author_facet Zigelman, Roei
Eitan, Ofri
Mazar, Omer
Weiss, Anthony
Yovel, Yossi
author_sort Zigelman, Roei
collection PubMed
description One of the most difficult sensorimotor behaviors exhibited by flying animals is the ability to track another flying animal based on its sound emissions. From insects to mammals, animals display this ability in order to localize and track conspecifics, mate or prey. The pursuing individual must overcome multiple non-trivial challenges including the detection of the sounds emitted by the target, matching the input received by its (mostly) two sensors, localizing the direction of the sound target in real time and then pursuing it. All this has to be done rapidly as the target is constantly moving. In this project, we set to mimic this ability using a physical bio-mimetic autonomous drone. We equipped a miniature commercial drone with our in-house 2D sound localization electronic circuit which uses two microphones (mimicking biological ears) to localize sound signals in real-time and steer the drone in the horizontal plane accordingly. We focus on bat signals because bats are known to eavesdrop on conspecifics and follow them, but our approach could be generalized to other biological signals and other man-made signals. Using two different experiments, we show that our fully autonomous aviator can track the position of a moving sound emitting target and pursue it in real-time. Building an actual robotic-agent, forced us to deal with real-life difficulties which also challenge animals. We thus discuss the similarities and differences between our and the biological approach.
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spelling pubmed-89326032022-03-19 A bio-mimetic miniature drone for real-time audio based short-range tracking Zigelman, Roei Eitan, Ofri Mazar, Omer Weiss, Anthony Yovel, Yossi PLoS Comput Biol Research Article One of the most difficult sensorimotor behaviors exhibited by flying animals is the ability to track another flying animal based on its sound emissions. From insects to mammals, animals display this ability in order to localize and track conspecifics, mate or prey. The pursuing individual must overcome multiple non-trivial challenges including the detection of the sounds emitted by the target, matching the input received by its (mostly) two sensors, localizing the direction of the sound target in real time and then pursuing it. All this has to be done rapidly as the target is constantly moving. In this project, we set to mimic this ability using a physical bio-mimetic autonomous drone. We equipped a miniature commercial drone with our in-house 2D sound localization electronic circuit which uses two microphones (mimicking biological ears) to localize sound signals in real-time and steer the drone in the horizontal plane accordingly. We focus on bat signals because bats are known to eavesdrop on conspecifics and follow them, but our approach could be generalized to other biological signals and other man-made signals. Using two different experiments, we show that our fully autonomous aviator can track the position of a moving sound emitting target and pursue it in real-time. Building an actual robotic-agent, forced us to deal with real-life difficulties which also challenge animals. We thus discuss the similarities and differences between our and the biological approach. Public Library of Science 2022-03-08 /pmc/articles/PMC8932603/ /pubmed/35259156 http://dx.doi.org/10.1371/journal.pcbi.1009936 Text en © 2022 Zigelman et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Zigelman, Roei
Eitan, Ofri
Mazar, Omer
Weiss, Anthony
Yovel, Yossi
A bio-mimetic miniature drone for real-time audio based short-range tracking
title A bio-mimetic miniature drone for real-time audio based short-range tracking
title_full A bio-mimetic miniature drone for real-time audio based short-range tracking
title_fullStr A bio-mimetic miniature drone for real-time audio based short-range tracking
title_full_unstemmed A bio-mimetic miniature drone for real-time audio based short-range tracking
title_short A bio-mimetic miniature drone for real-time audio based short-range tracking
title_sort bio-mimetic miniature drone for real-time audio based short-range tracking
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8932603/
https://www.ncbi.nlm.nih.gov/pubmed/35259156
http://dx.doi.org/10.1371/journal.pcbi.1009936
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