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A little damping goes a long way: a simulation study of how damping influences task-level stability in running

It is currently unclear if damping plays a functional role in legged locomotion, and simple models often do not include damping terms. We present a new model with a damping term that is isolated from other parameters: that is, the damping term can be adjusted without retuning other model parameters...

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Detalles Bibliográficos
Autores principales: Heim, Steve, Millard, Matthew, Le Mouel, Charlotte, Badri-Spröwitz, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7532711/
https://www.ncbi.nlm.nih.gov/pubmed/32961093
http://dx.doi.org/10.1098/rsbl.2020.0467
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author Heim, Steve
Millard, Matthew
Le Mouel, Charlotte
Badri-Spröwitz, Alexander
author_facet Heim, Steve
Millard, Matthew
Le Mouel, Charlotte
Badri-Spröwitz, Alexander
author_sort Heim, Steve
collection PubMed
description It is currently unclear if damping plays a functional role in legged locomotion, and simple models often do not include damping terms. We present a new model with a damping term that is isolated from other parameters: that is, the damping term can be adjusted without retuning other model parameters for nominal motion. We systematically compare how increased damping affects stability in the face of unexpected ground-height perturbations. Unlike most studies, we focus on task-level stability: instead of observing whether trajectories converge towards a nominal limit-cycle, we quantify the ability to avoid falls using a recently developed mathematical measure. This measure allows trajectories to be compared quantitatively instead of only being separated into a binary classification of ‘stable' or ‘unstable'. Our simulation study shows that increased damping contributes significantly to task-level stability; however, this benefit quickly plateaus after only a small amount of damping. These results suggest that the low intrinsic damping values observed experimentally may have stability benefits and are not simply minimized for energetic reasons. All Python code and data needed to generate our results are available open source.
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spelling pubmed-75327112020-10-06 A little damping goes a long way: a simulation study of how damping influences task-level stability in running Heim, Steve Millard, Matthew Le Mouel, Charlotte Badri-Spröwitz, Alexander Biol Lett Biomechanics It is currently unclear if damping plays a functional role in legged locomotion, and simple models often do not include damping terms. We present a new model with a damping term that is isolated from other parameters: that is, the damping term can be adjusted without retuning other model parameters for nominal motion. We systematically compare how increased damping affects stability in the face of unexpected ground-height perturbations. Unlike most studies, we focus on task-level stability: instead of observing whether trajectories converge towards a nominal limit-cycle, we quantify the ability to avoid falls using a recently developed mathematical measure. This measure allows trajectories to be compared quantitatively instead of only being separated into a binary classification of ‘stable' or ‘unstable'. Our simulation study shows that increased damping contributes significantly to task-level stability; however, this benefit quickly plateaus after only a small amount of damping. These results suggest that the low intrinsic damping values observed experimentally may have stability benefits and are not simply minimized for energetic reasons. All Python code and data needed to generate our results are available open source. The Royal Society 2020-09 2020-09-23 /pmc/articles/PMC7532711/ /pubmed/32961093 http://dx.doi.org/10.1098/rsbl.2020.0467 Text en © 2020 The Authors. http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/http://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/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Biomechanics
Heim, Steve
Millard, Matthew
Le Mouel, Charlotte
Badri-Spröwitz, Alexander
A little damping goes a long way: a simulation study of how damping influences task-level stability in running
title A little damping goes a long way: a simulation study of how damping influences task-level stability in running
title_full A little damping goes a long way: a simulation study of how damping influences task-level stability in running
title_fullStr A little damping goes a long way: a simulation study of how damping influences task-level stability in running
title_full_unstemmed A little damping goes a long way: a simulation study of how damping influences task-level stability in running
title_short A little damping goes a long way: a simulation study of how damping influences task-level stability in running
title_sort little damping goes a long way: a simulation study of how damping influences task-level stability in running
topic Biomechanics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7532711/
https://www.ncbi.nlm.nih.gov/pubmed/32961093
http://dx.doi.org/10.1098/rsbl.2020.0467
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