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Cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking

BACKGROUND: In the last two decades, lower-limb exoskeletons have been developed to assist human standing and locomotion. One of the ongoing challenges is the cooperation between the exoskeleton balance support and the wearer control. Here we present a cooperative ankle-exoskeleton control strategy...

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Autores principales: Bayón, Cristina, Keemink, Arvid Q. L., van Mierlo, Michelle, Rampeltshammer, Wolfgang, van der Kooij, Herman, van Asseldonk, Edwin H. F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8851842/
https://www.ncbi.nlm.nih.gov/pubmed/35172846
http://dx.doi.org/10.1186/s12984-022-01000-y
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author Bayón, Cristina
Keemink, Arvid Q. L.
van Mierlo, Michelle
Rampeltshammer, Wolfgang
van der Kooij, Herman
van Asseldonk, Edwin H. F.
author_facet Bayón, Cristina
Keemink, Arvid Q. L.
van Mierlo, Michelle
Rampeltshammer, Wolfgang
van der Kooij, Herman
van Asseldonk, Edwin H. F.
author_sort Bayón, Cristina
collection PubMed
description BACKGROUND: In the last two decades, lower-limb exoskeletons have been developed to assist human standing and locomotion. One of the ongoing challenges is the cooperation between the exoskeleton balance support and the wearer control. Here we present a cooperative ankle-exoskeleton control strategy to assist in balance recovery after unexpected disturbances during walking, which is inspired on human balance responses. METHODS: We evaluated the novel controller in ten able-bodied participants wearing the ankle modules of the Symbitron exoskeleton. During walking, participants received unexpected forward pushes with different timing and magnitude at the pelvis level, while being supported (Exo-Assistance) or not (Exo-NoAssistance) by the robotic assistance provided by the controller. The effectiveness of the assistive strategy was assessed in terms of (1) controller performance (Detection Delay, Joint Angles, and Exerted Ankle Torques), (2) analysis of effort (integral of normalized Muscle Activity after perturbation onset); and (3) Analysis of center of mass COM kinematics (relative maximum COM Motion, Recovery Time and Margin of Stability) and spatio-temporal parameters (Step Length and Swing Time). RESULTS: In general, the results show that when the controller was active, it was able to reduce participants’ effort while keeping similar ability to counteract and withstand the balance disturbances. Significant reductions were found for soleus and gastrocnemius medialis activity of the stance leg when comparing Exo-Assistance and Exo-NoAssistance walking conditions. CONCLUSIONS: The proposed controller was able to cooperate with the able-bodied participants in counteracting perturbations, contributing to the state-of-the-art of bio-inspired cooperative ankle exoskeleton controllers for supporting dynamic balance. In the future, this control strategy may be used in exoskeletons to support and improve balance control in users with motor disabilities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-022-01000-y.
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spelling pubmed-88518422022-02-22 Cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking Bayón, Cristina Keemink, Arvid Q. L. van Mierlo, Michelle Rampeltshammer, Wolfgang van der Kooij, Herman van Asseldonk, Edwin H. F. J Neuroeng Rehabil Research BACKGROUND: In the last two decades, lower-limb exoskeletons have been developed to assist human standing and locomotion. One of the ongoing challenges is the cooperation between the exoskeleton balance support and the wearer control. Here we present a cooperative ankle-exoskeleton control strategy to assist in balance recovery after unexpected disturbances during walking, which is inspired on human balance responses. METHODS: We evaluated the novel controller in ten able-bodied participants wearing the ankle modules of the Symbitron exoskeleton. During walking, participants received unexpected forward pushes with different timing and magnitude at the pelvis level, while being supported (Exo-Assistance) or not (Exo-NoAssistance) by the robotic assistance provided by the controller. The effectiveness of the assistive strategy was assessed in terms of (1) controller performance (Detection Delay, Joint Angles, and Exerted Ankle Torques), (2) analysis of effort (integral of normalized Muscle Activity after perturbation onset); and (3) Analysis of center of mass COM kinematics (relative maximum COM Motion, Recovery Time and Margin of Stability) and spatio-temporal parameters (Step Length and Swing Time). RESULTS: In general, the results show that when the controller was active, it was able to reduce participants’ effort while keeping similar ability to counteract and withstand the balance disturbances. Significant reductions were found for soleus and gastrocnemius medialis activity of the stance leg when comparing Exo-Assistance and Exo-NoAssistance walking conditions. CONCLUSIONS: The proposed controller was able to cooperate with the able-bodied participants in counteracting perturbations, contributing to the state-of-the-art of bio-inspired cooperative ankle exoskeleton controllers for supporting dynamic balance. In the future, this control strategy may be used in exoskeletons to support and improve balance control in users with motor disabilities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-022-01000-y. BioMed Central 2022-02-17 /pmc/articles/PMC8851842/ /pubmed/35172846 http://dx.doi.org/10.1186/s12984-022-01000-y 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/) . 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
Bayón, Cristina
Keemink, Arvid Q. L.
van Mierlo, Michelle
Rampeltshammer, Wolfgang
van der Kooij, Herman
van Asseldonk, Edwin H. F.
Cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking
title Cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking
title_full Cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking
title_fullStr Cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking
title_full_unstemmed Cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking
title_short Cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking
title_sort cooperative ankle-exoskeleton control can reduce effort to recover balance after unexpected disturbances during walking
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8851842/
https://www.ncbi.nlm.nih.gov/pubmed/35172846
http://dx.doi.org/10.1186/s12984-022-01000-y
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