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Modeling and Simulation of a Human Knee Exoskeleton's Assistive Strategies and Interaction

Exoskeletons are increasingly used in rehabilitation and daily life in patients with motor disorders after neurological injuries. In this paper, a realistic human knee exoskeleton model based on a physical system was generated, a human–machine system was created in a musculoskeletal modeling softwar...

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Autores principales: Zhang, Longbin, Liu, Yixing, Wang, Ruoli, Smith, Christian, Gutierrez-Farewik, Elena M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7982590/
https://www.ncbi.nlm.nih.gov/pubmed/33762922
http://dx.doi.org/10.3389/fnbot.2021.620928
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author Zhang, Longbin
Liu, Yixing
Wang, Ruoli
Smith, Christian
Gutierrez-Farewik, Elena M.
author_facet Zhang, Longbin
Liu, Yixing
Wang, Ruoli
Smith, Christian
Gutierrez-Farewik, Elena M.
author_sort Zhang, Longbin
collection PubMed
description Exoskeletons are increasingly used in rehabilitation and daily life in patients with motor disorders after neurological injuries. In this paper, a realistic human knee exoskeleton model based on a physical system was generated, a human–machine system was created in a musculoskeletal modeling software, and human–machine interactions based on different assistive strategies were simulated. The developed human–machine system makes it possible to compute torques, muscle impulse, contact forces, and interactive forces involved in simulated movements. Assistive strategies modeled as a rotational actuator, a simple pendulum model, and a damped pendulum model were applied to the knee exoskeleton during simulated normal and fast gait. We found that the rotational actuator–based assistive controller could reduce the user's required physiological knee extensor torque and muscle impulse by a small amount, which suggests that joint rotational direction should be considered when developing an assistive strategy. Compared to the simple pendulum model, the damped pendulum model based controller made little difference during swing, but further decreased the user's required knee flexor torque during late stance. The trade-off that we identified between interaction forces and physiological torque, of which muscle impulse is the main contributor, should be considered when designing controllers for a physical exoskeleton system. Detailed information at joint and muscle levels provided in this human–machine system can contribute to the controller design optimization of assistive exoskeletons for rehabilitation and movement assistance.
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spelling pubmed-79825902021-03-23 Modeling and Simulation of a Human Knee Exoskeleton's Assistive Strategies and Interaction Zhang, Longbin Liu, Yixing Wang, Ruoli Smith, Christian Gutierrez-Farewik, Elena M. Front Neurorobot Neuroscience Exoskeletons are increasingly used in rehabilitation and daily life in patients with motor disorders after neurological injuries. In this paper, a realistic human knee exoskeleton model based on a physical system was generated, a human–machine system was created in a musculoskeletal modeling software, and human–machine interactions based on different assistive strategies were simulated. The developed human–machine system makes it possible to compute torques, muscle impulse, contact forces, and interactive forces involved in simulated movements. Assistive strategies modeled as a rotational actuator, a simple pendulum model, and a damped pendulum model were applied to the knee exoskeleton during simulated normal and fast gait. We found that the rotational actuator–based assistive controller could reduce the user's required physiological knee extensor torque and muscle impulse by a small amount, which suggests that joint rotational direction should be considered when developing an assistive strategy. Compared to the simple pendulum model, the damped pendulum model based controller made little difference during swing, but further decreased the user's required knee flexor torque during late stance. The trade-off that we identified between interaction forces and physiological torque, of which muscle impulse is the main contributor, should be considered when designing controllers for a physical exoskeleton system. Detailed information at joint and muscle levels provided in this human–machine system can contribute to the controller design optimization of assistive exoskeletons for rehabilitation and movement assistance. Frontiers Media S.A. 2021-03-08 /pmc/articles/PMC7982590/ /pubmed/33762922 http://dx.doi.org/10.3389/fnbot.2021.620928 Text en Copyright © 2021 Zhang, Liu, Wang, Smith and Gutierrez-Farewik. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Zhang, Longbin
Liu, Yixing
Wang, Ruoli
Smith, Christian
Gutierrez-Farewik, Elena M.
Modeling and Simulation of a Human Knee Exoskeleton's Assistive Strategies and Interaction
title Modeling and Simulation of a Human Knee Exoskeleton's Assistive Strategies and Interaction
title_full Modeling and Simulation of a Human Knee Exoskeleton's Assistive Strategies and Interaction
title_fullStr Modeling and Simulation of a Human Knee Exoskeleton's Assistive Strategies and Interaction
title_full_unstemmed Modeling and Simulation of a Human Knee Exoskeleton's Assistive Strategies and Interaction
title_short Modeling and Simulation of a Human Knee Exoskeleton's Assistive Strategies and Interaction
title_sort modeling and simulation of a human knee exoskeleton's assistive strategies and interaction
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7982590/
https://www.ncbi.nlm.nih.gov/pubmed/33762922
http://dx.doi.org/10.3389/fnbot.2021.620928
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