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Using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish
A potential benefit of swimming together in coordinated schools is to allow fish to extract energy from vortices shed by their neighbours, thus reducing the costs of locomotion. This hypothesis has been very hard to test in real fish schools, and it has proven very difficult to replicate the complex...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8300603/ https://www.ncbi.nlm.nih.gov/pubmed/35153556 http://dx.doi.org/10.1098/rspa.2020.0810 |
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author | Li, Liang Ravi, Sridhar Xie, Guangming Couzin, Iain D. |
author_facet | Li, Liang Ravi, Sridhar Xie, Guangming Couzin, Iain D. |
author_sort | Li, Liang |
collection | PubMed |
description | A potential benefit of swimming together in coordinated schools is to allow fish to extract energy from vortices shed by their neighbours, thus reducing the costs of locomotion. This hypothesis has been very hard to test in real fish schools, and it has proven very difficult to replicate the complex hydrodynamics at relevant Reynolds numbers using computational simulations. A complementary approach, and the one we adopt here, is to develop and analyse the performance of biomimetic autonomous robotic models that capture the salient kinematics of fish-like swimming, and also interact via hydrodynamic forces. We developed bio-inspired robotic fish which perform sub-carangiform locomotion, and measured the speed and power consumption of robots when swimming in isolation and when swimming side-by-side in pairs. We found that swimming side-by-side confers a substantial increase in both the speed and efficiency of locomotion of both fish regardless of the relative phase relationship of their body undulations. However, we also find that each individual can slightly increase their own power efficiency if they change relative tailbeat phase by approximately 0.25π with respect to, and at the energetic expense of, their neighbour. This suggests the possibility of a competitive game-theoretic dynamic between individuals in swimming groups. Our results also demonstrate the potential applicability of our platform, and provide a natural connection between the biology and robotics of collective motion. |
format | Online Article Text |
id | pubmed-8300603 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-83006032022-02-11 Using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish Li, Liang Ravi, Sridhar Xie, Guangming Couzin, Iain D. Proc Math Phys Eng Sci Research Articles A potential benefit of swimming together in coordinated schools is to allow fish to extract energy from vortices shed by their neighbours, thus reducing the costs of locomotion. This hypothesis has been very hard to test in real fish schools, and it has proven very difficult to replicate the complex hydrodynamics at relevant Reynolds numbers using computational simulations. A complementary approach, and the one we adopt here, is to develop and analyse the performance of biomimetic autonomous robotic models that capture the salient kinematics of fish-like swimming, and also interact via hydrodynamic forces. We developed bio-inspired robotic fish which perform sub-carangiform locomotion, and measured the speed and power consumption of robots when swimming in isolation and when swimming side-by-side in pairs. We found that swimming side-by-side confers a substantial increase in both the speed and efficiency of locomotion of both fish regardless of the relative phase relationship of their body undulations. However, we also find that each individual can slightly increase their own power efficiency if they change relative tailbeat phase by approximately 0.25π with respect to, and at the energetic expense of, their neighbour. This suggests the possibility of a competitive game-theoretic dynamic between individuals in swimming groups. Our results also demonstrate the potential applicability of our platform, and provide a natural connection between the biology and robotics of collective motion. The Royal Society Publishing 2021-05 2021-05-12 /pmc/articles/PMC8300603/ /pubmed/35153556 http://dx.doi.org/10.1098/rspa.2020.0810 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Research Articles Li, Liang Ravi, Sridhar Xie, Guangming Couzin, Iain D. Using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish |
title | Using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish |
title_full | Using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish |
title_fullStr | Using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish |
title_full_unstemmed | Using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish |
title_short | Using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish |
title_sort | using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8300603/ https://www.ncbi.nlm.nih.gov/pubmed/35153556 http://dx.doi.org/10.1098/rspa.2020.0810 |
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