Cargando…

Sea lions could use multilateration localization for object tracking as tested with bio-inspired whisker arrays

Previous behavioural research on live sea lions has shown that they are able to detect the direction of oncoming vortices, even when impacting contralaterally. These experiments showed that the whisker system and the animal’s neural processing is seemingly able to detect the Direction of Arrival (Do...

Descripción completa

Detalles Bibliográficos
Autores principales: Glick, Raphael, Muthuramalingam, Muthukumar, Brücker, Christoph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273624/
https://www.ncbi.nlm.nih.gov/pubmed/35817795
http://dx.doi.org/10.1038/s41598-022-15904-1
_version_ 1784745116862251008
author Glick, Raphael
Muthuramalingam, Muthukumar
Brücker, Christoph
author_facet Glick, Raphael
Muthuramalingam, Muthukumar
Brücker, Christoph
author_sort Glick, Raphael
collection PubMed
description Previous behavioural research on live sea lions has shown that they are able to detect the direction of oncoming vortices, even when impacting contralaterally. These experiments showed that the whisker system and the animal’s neural processing is seemingly able to detect the Direction of Arrival (DoA) from just one side of the heads vibrissal pads. Therefore, temporal differences between whisker stimulation is a likely method for determining the angle. Herein, a theoretical model is presented based on multilateration, and tested by experimental studies on a 2D array of bio-inspired whiskers with regular spacing, and a 3D array of bio-inspired whiskers on a model head of a sea lion, as used in our previous studies. The results show that arrays of whiskers can in principle work as antennae to determine the DoA. This detection of the DoA is achieved by cross-correlation of triplets of whiskers, and Time Difference Of Arrival based multilateration, a method similar to signal processing in modern communication systems and other source localization applications. The results on the 2D array are conclusive and clearly support the hypothesis, while increased uncertainties were found for the 3D array, which could be explained by structural shortcomings of the experimental model. Possible ways to improve the signal are discussed.
format Online
Article
Text
id pubmed-9273624
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-92736242022-07-13 Sea lions could use multilateration localization for object tracking as tested with bio-inspired whisker arrays Glick, Raphael Muthuramalingam, Muthukumar Brücker, Christoph Sci Rep Article Previous behavioural research on live sea lions has shown that they are able to detect the direction of oncoming vortices, even when impacting contralaterally. These experiments showed that the whisker system and the animal’s neural processing is seemingly able to detect the Direction of Arrival (DoA) from just one side of the heads vibrissal pads. Therefore, temporal differences between whisker stimulation is a likely method for determining the angle. Herein, a theoretical model is presented based on multilateration, and tested by experimental studies on a 2D array of bio-inspired whiskers with regular spacing, and a 3D array of bio-inspired whiskers on a model head of a sea lion, as used in our previous studies. The results show that arrays of whiskers can in principle work as antennae to determine the DoA. This detection of the DoA is achieved by cross-correlation of triplets of whiskers, and Time Difference Of Arrival based multilateration, a method similar to signal processing in modern communication systems and other source localization applications. The results on the 2D array are conclusive and clearly support the hypothesis, while increased uncertainties were found for the 3D array, which could be explained by structural shortcomings of the experimental model. Possible ways to improve the signal are discussed. Nature Publishing Group UK 2022-07-11 /pmc/articles/PMC9273624/ /pubmed/35817795 http://dx.doi.org/10.1038/s41598-022-15904-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Glick, Raphael
Muthuramalingam, Muthukumar
Brücker, Christoph
Sea lions could use multilateration localization for object tracking as tested with bio-inspired whisker arrays
title Sea lions could use multilateration localization for object tracking as tested with bio-inspired whisker arrays
title_full Sea lions could use multilateration localization for object tracking as tested with bio-inspired whisker arrays
title_fullStr Sea lions could use multilateration localization for object tracking as tested with bio-inspired whisker arrays
title_full_unstemmed Sea lions could use multilateration localization for object tracking as tested with bio-inspired whisker arrays
title_short Sea lions could use multilateration localization for object tracking as tested with bio-inspired whisker arrays
title_sort sea lions could use multilateration localization for object tracking as tested with bio-inspired whisker arrays
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273624/
https://www.ncbi.nlm.nih.gov/pubmed/35817795
http://dx.doi.org/10.1038/s41598-022-15904-1
work_keys_str_mv AT glickraphael sealionscouldusemultilaterationlocalizationforobjecttrackingastestedwithbioinspiredwhiskerarrays
AT muthuramalingammuthukumar sealionscouldusemultilaterationlocalizationforobjecttrackingastestedwithbioinspiredwhiskerarrays
AT bruckerchristoph sealionscouldusemultilaterationlocalizationforobjecttrackingastestedwithbioinspiredwhiskerarrays