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Development of an Active Cable-Driven, Force-Controlled Robotic System for Walking Rehabilitation
In a parallel development to traditional rigid rehabilitation robotic systems, cable-driven systems are becoming popular. The robowalk expander product uses passive elastic bands in the training of the lower limbs. However, a well-controlled assistance or resistance is desirable for effective walkin...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8176959/ https://www.ncbi.nlm.nih.gov/pubmed/34093158 http://dx.doi.org/10.3389/fnbot.2021.651177 |
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author | Fang, Juan Haldimann, Michael Marchal-Crespo, Laura Hunt, Kenneth J. |
author_facet | Fang, Juan Haldimann, Michael Marchal-Crespo, Laura Hunt, Kenneth J. |
author_sort | Fang, Juan |
collection | PubMed |
description | In a parallel development to traditional rigid rehabilitation robotic systems, cable-driven systems are becoming popular. The robowalk expander product uses passive elastic bands in the training of the lower limbs. However, a well-controlled assistance or resistance is desirable for effective walking relearning and muscle training. To achieve well-controlled force during locomotion training with the robowalk expander, we replaced the elastic bands with actuator-driven cables and implemented force control algorithms for regulation of cable tensions. The aim of this work was to develop an active cable-driven robotic system, and to evaluate force control strategies for walking rehabilitation using frequency-domain analysis. The system parameters were determined through experiment-assisted simulation. Then force-feedback lead controllers were developed for static force tracking, and velocity-feedforward lead compensators were implemented to reduce velocity-related disturbances during walking. The technical evaluation of the active cable-driven robotic system showed that force-feedback lead controllers produced satisfactory force tracking in the static tests with a mean error of 5.5%, but in the dynamic tests, a mean error of 13.2% was observed. Further implementation of the velocity-feedforward lead compensators reduced the force tracking error to 9% in dynamic tests. With the combined control algorithms, the active cable-driven robotic system produced constant force within the four cables during walking on the treadmill, with a mean force-tracking error of 10.3%. This study demonstrates that the force control algorithms are technically feasible. The active cable-driven, force-controlled robotic system has the potential to produce user-defined assistance or resistance in rehabilitation and fitness training. |
format | Online Article Text |
id | pubmed-8176959 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81769592021-06-05 Development of an Active Cable-Driven, Force-Controlled Robotic System for Walking Rehabilitation Fang, Juan Haldimann, Michael Marchal-Crespo, Laura Hunt, Kenneth J. Front Neurorobot Neuroscience In a parallel development to traditional rigid rehabilitation robotic systems, cable-driven systems are becoming popular. The robowalk expander product uses passive elastic bands in the training of the lower limbs. However, a well-controlled assistance or resistance is desirable for effective walking relearning and muscle training. To achieve well-controlled force during locomotion training with the robowalk expander, we replaced the elastic bands with actuator-driven cables and implemented force control algorithms for regulation of cable tensions. The aim of this work was to develop an active cable-driven robotic system, and to evaluate force control strategies for walking rehabilitation using frequency-domain analysis. The system parameters were determined through experiment-assisted simulation. Then force-feedback lead controllers were developed for static force tracking, and velocity-feedforward lead compensators were implemented to reduce velocity-related disturbances during walking. The technical evaluation of the active cable-driven robotic system showed that force-feedback lead controllers produced satisfactory force tracking in the static tests with a mean error of 5.5%, but in the dynamic tests, a mean error of 13.2% was observed. Further implementation of the velocity-feedforward lead compensators reduced the force tracking error to 9% in dynamic tests. With the combined control algorithms, the active cable-driven robotic system produced constant force within the four cables during walking on the treadmill, with a mean force-tracking error of 10.3%. This study demonstrates that the force control algorithms are technically feasible. The active cable-driven, force-controlled robotic system has the potential to produce user-defined assistance or resistance in rehabilitation and fitness training. Frontiers Media S.A. 2021-05-21 /pmc/articles/PMC8176959/ /pubmed/34093158 http://dx.doi.org/10.3389/fnbot.2021.651177 Text en Copyright © 2021 Fang, Haldimann, Marchal-Crespo and Hunt. https://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 Fang, Juan Haldimann, Michael Marchal-Crespo, Laura Hunt, Kenneth J. Development of an Active Cable-Driven, Force-Controlled Robotic System for Walking Rehabilitation |
title | Development of an Active Cable-Driven, Force-Controlled Robotic System for Walking Rehabilitation |
title_full | Development of an Active Cable-Driven, Force-Controlled Robotic System for Walking Rehabilitation |
title_fullStr | Development of an Active Cable-Driven, Force-Controlled Robotic System for Walking Rehabilitation |
title_full_unstemmed | Development of an Active Cable-Driven, Force-Controlled Robotic System for Walking Rehabilitation |
title_short | Development of an Active Cable-Driven, Force-Controlled Robotic System for Walking Rehabilitation |
title_sort | development of an active cable-driven, force-controlled robotic system for walking rehabilitation |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8176959/ https://www.ncbi.nlm.nih.gov/pubmed/34093158 http://dx.doi.org/10.3389/fnbot.2021.651177 |
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