Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Fang, Juan, Haldimann, Michael, Marchal-Crespo, Laura, Hunt, Kenneth J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
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
_version_ 1783703336311062528
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
work_keys_str_mv AT fangjuan developmentofanactivecabledrivenforcecontrolledroboticsystemforwalkingrehabilitation
AT haldimannmichael developmentofanactivecabledrivenforcecontrolledroboticsystemforwalkingrehabilitation
AT marchalcrespolaura developmentofanactivecabledrivenforcecontrolledroboticsystemforwalkingrehabilitation
AT huntkennethj developmentofanactivecabledrivenforcecontrolledroboticsystemforwalkingrehabilitation