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Reducing the energy cost of walking with low assistance levels through optimized hip flexion assistance from a soft exosuit

As we age, humans see natural decreases in muscle force and power which leads to a slower, less efficient gait. Improving mobility for both healthy individuals and those with muscle impairments/weakness has been a goal for exoskeleton designers for decades. In this work, we discover that significant...

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Autores principales: Kim, Jinsoo, Quinlivan, Brendan T., Deprey, Lou-Ana, Arumukhom Revi, Dheepak, Eckert-Erdheim, Asa, Murphy, Patrick, Orzel, Dorothy, Walsh, Conor J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9243082/
https://www.ncbi.nlm.nih.gov/pubmed/35768486
http://dx.doi.org/10.1038/s41598-022-14784-9
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author Kim, Jinsoo
Quinlivan, Brendan T.
Deprey, Lou-Ana
Arumukhom Revi, Dheepak
Eckert-Erdheim, Asa
Murphy, Patrick
Orzel, Dorothy
Walsh, Conor J.
author_facet Kim, Jinsoo
Quinlivan, Brendan T.
Deprey, Lou-Ana
Arumukhom Revi, Dheepak
Eckert-Erdheim, Asa
Murphy, Patrick
Orzel, Dorothy
Walsh, Conor J.
author_sort Kim, Jinsoo
collection PubMed
description As we age, humans see natural decreases in muscle force and power which leads to a slower, less efficient gait. Improving mobility for both healthy individuals and those with muscle impairments/weakness has been a goal for exoskeleton designers for decades. In this work, we discover that significant reductions in the energy cost required for walking can be achieved with almost 50% less mechanical power compared to the state of the art. This was achieved by leveraging human-in-the-loop optimization to understand the importance of individualized assistance for hip flexion, a relatively unexplored joint motion. Specifically, we show that a tethered hip flexion exosuit can reduce the metabolic rate of walking by up to 15.2 ± 2.6%, compared to locomotion with assistance turned off (equivalent to 14.8% reduction compared to not wearing the exosuit). This large metabolic reduction was achieved with surprisingly low assistance magnitudes (average of 89 N, ~ 24% of normal hip flexion torque). Furthermore, the ratio of metabolic reduction to the positive exosuit power delivered was 1.8 times higher than ratios previously found for hip extension and ankle plantarflexion. These findings motivated the design of a lightweight (2.31 kg) and portable hip flexion assisting exosuit, that demonstrated a 7.2 ± 2.9% metabolic reduction compared to walking without the exosuit. The high ratio of metabolic reduction to exosuit power measured in this study supports previous simulation findings and provides compelling evidence that hip flexion may be an efficient joint motion to target when considering how to create practical and lightweight wearable robots to support improved mobility.
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spelling pubmed-92430822022-07-01 Reducing the energy cost of walking with low assistance levels through optimized hip flexion assistance from a soft exosuit Kim, Jinsoo Quinlivan, Brendan T. Deprey, Lou-Ana Arumukhom Revi, Dheepak Eckert-Erdheim, Asa Murphy, Patrick Orzel, Dorothy Walsh, Conor J. Sci Rep Article As we age, humans see natural decreases in muscle force and power which leads to a slower, less efficient gait. Improving mobility for both healthy individuals and those with muscle impairments/weakness has been a goal for exoskeleton designers for decades. In this work, we discover that significant reductions in the energy cost required for walking can be achieved with almost 50% less mechanical power compared to the state of the art. This was achieved by leveraging human-in-the-loop optimization to understand the importance of individualized assistance for hip flexion, a relatively unexplored joint motion. Specifically, we show that a tethered hip flexion exosuit can reduce the metabolic rate of walking by up to 15.2 ± 2.6%, compared to locomotion with assistance turned off (equivalent to 14.8% reduction compared to not wearing the exosuit). This large metabolic reduction was achieved with surprisingly low assistance magnitudes (average of 89 N, ~ 24% of normal hip flexion torque). Furthermore, the ratio of metabolic reduction to the positive exosuit power delivered was 1.8 times higher than ratios previously found for hip extension and ankle plantarflexion. These findings motivated the design of a lightweight (2.31 kg) and portable hip flexion assisting exosuit, that demonstrated a 7.2 ± 2.9% metabolic reduction compared to walking without the exosuit. The high ratio of metabolic reduction to exosuit power measured in this study supports previous simulation findings and provides compelling evidence that hip flexion may be an efficient joint motion to target when considering how to create practical and lightweight wearable robots to support improved mobility. Nature Publishing Group UK 2022-06-29 /pmc/articles/PMC9243082/ /pubmed/35768486 http://dx.doi.org/10.1038/s41598-022-14784-9 Text en © The Author(s) 2022 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 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
Kim, Jinsoo
Quinlivan, Brendan T.
Deprey, Lou-Ana
Arumukhom Revi, Dheepak
Eckert-Erdheim, Asa
Murphy, Patrick
Orzel, Dorothy
Walsh, Conor J.
Reducing the energy cost of walking with low assistance levels through optimized hip flexion assistance from a soft exosuit
title Reducing the energy cost of walking with low assistance levels through optimized hip flexion assistance from a soft exosuit
title_full Reducing the energy cost of walking with low assistance levels through optimized hip flexion assistance from a soft exosuit
title_fullStr Reducing the energy cost of walking with low assistance levels through optimized hip flexion assistance from a soft exosuit
title_full_unstemmed Reducing the energy cost of walking with low assistance levels through optimized hip flexion assistance from a soft exosuit
title_short Reducing the energy cost of walking with low assistance levels through optimized hip flexion assistance from a soft exosuit
title_sort reducing the energy cost of walking with low assistance levels through optimized hip flexion assistance from a soft exosuit
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9243082/
https://www.ncbi.nlm.nih.gov/pubmed/35768486
http://dx.doi.org/10.1038/s41598-022-14784-9
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