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Assisting walking balance using a bio-inspired exoskeleton controller

BACKGROUND: Balance control is important for mobility, yet exoskeleton research has mainly focused on improving metabolic energy efficiency. Here we present a biomimetic exoskeleton controller that supports walking balance and reduces muscle activity. METHODS: Humans restore balance after a perturba...

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Autores principales: Afschrift, M., van Asseldonk, E., van Mierlo, M., Bayon, C., Keemink, A., D’Hondt, L., van der Kooij, H., De Groote, F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10303867/
https://www.ncbi.nlm.nih.gov/pubmed/37370175
http://dx.doi.org/10.1186/s12984-023-01205-9
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author Afschrift, M.
van Asseldonk, E.
van Mierlo, M.
Bayon, C.
Keemink, A.
D’Hondt, L.
van der Kooij, H.
De Groote, F.
author_facet Afschrift, M.
van Asseldonk, E.
van Mierlo, M.
Bayon, C.
Keemink, A.
D’Hondt, L.
van der Kooij, H.
De Groote, F.
author_sort Afschrift, M.
collection PubMed
description BACKGROUND: Balance control is important for mobility, yet exoskeleton research has mainly focused on improving metabolic energy efficiency. Here we present a biomimetic exoskeleton controller that supports walking balance and reduces muscle activity. METHODS: Humans restore balance after a perturbation by adjusting activity of the muscles actuating the ankle in proportion to deviations from steady-state center of mass kinematics. We designed a controller that mimics the neural control of steady-state walking and the balance recovery responses to perturbations. This controller uses both feedback from ankle kinematics in accordance with an existing model and feedback from the center of mass velocity. Control parameters were estimated by fitting the experimental relation between kinematics and ankle moments observed in humans that were walking while being perturbed by push and pull perturbations. This identified model was implemented on a bilateral ankle exoskeleton. RESULTS: Across twelve subjects, exoskeleton support reduced calf muscle activity in steady-state walking by 19% with respect to a minimal impedance controller (p < 0.001). Proportional feedback of the center of mass velocity improved balance support after perturbation. Muscle activity is reduced in response to push and pull perturbations by 10% (p = 0.006) and 16% (p < 0.001) and center of mass deviations by 9% (p = 0.026) and 18% (p = 0.002) with respect to the same controller without center of mass feedback. CONCLUSION: Our control approach implemented on bilateral ankle exoskeletons can thus effectively support steady-state walking and balance control and therefore has the potential to improve mobility in balance-impaired individuals. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-023-01205-9.
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spelling pubmed-103038672023-06-29 Assisting walking balance using a bio-inspired exoskeleton controller Afschrift, M. van Asseldonk, E. van Mierlo, M. Bayon, C. Keemink, A. D’Hondt, L. van der Kooij, H. De Groote, F. J Neuroeng Rehabil Research BACKGROUND: Balance control is important for mobility, yet exoskeleton research has mainly focused on improving metabolic energy efficiency. Here we present a biomimetic exoskeleton controller that supports walking balance and reduces muscle activity. METHODS: Humans restore balance after a perturbation by adjusting activity of the muscles actuating the ankle in proportion to deviations from steady-state center of mass kinematics. We designed a controller that mimics the neural control of steady-state walking and the balance recovery responses to perturbations. This controller uses both feedback from ankle kinematics in accordance with an existing model and feedback from the center of mass velocity. Control parameters were estimated by fitting the experimental relation between kinematics and ankle moments observed in humans that were walking while being perturbed by push and pull perturbations. This identified model was implemented on a bilateral ankle exoskeleton. RESULTS: Across twelve subjects, exoskeleton support reduced calf muscle activity in steady-state walking by 19% with respect to a minimal impedance controller (p < 0.001). Proportional feedback of the center of mass velocity improved balance support after perturbation. Muscle activity is reduced in response to push and pull perturbations by 10% (p = 0.006) and 16% (p < 0.001) and center of mass deviations by 9% (p = 0.026) and 18% (p = 0.002) with respect to the same controller without center of mass feedback. CONCLUSION: Our control approach implemented on bilateral ankle exoskeletons can thus effectively support steady-state walking and balance control and therefore has the potential to improve mobility in balance-impaired individuals. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-023-01205-9. BioMed Central 2023-06-27 /pmc/articles/PMC10303867/ /pubmed/37370175 http://dx.doi.org/10.1186/s12984-023-01205-9 Text en © The Author(s) 2023 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Afschrift, M.
van Asseldonk, E.
van Mierlo, M.
Bayon, C.
Keemink, A.
D’Hondt, L.
van der Kooij, H.
De Groote, F.
Assisting walking balance using a bio-inspired exoskeleton controller
title Assisting walking balance using a bio-inspired exoskeleton controller
title_full Assisting walking balance using a bio-inspired exoskeleton controller
title_fullStr Assisting walking balance using a bio-inspired exoskeleton controller
title_full_unstemmed Assisting walking balance using a bio-inspired exoskeleton controller
title_short Assisting walking balance using a bio-inspired exoskeleton controller
title_sort assisting walking balance using a bio-inspired exoskeleton controller
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10303867/
https://www.ncbi.nlm.nih.gov/pubmed/37370175
http://dx.doi.org/10.1186/s12984-023-01205-9
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