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Interactive Compliance Control of a Wrist Rehabilitation Device (WReD) with Enhanced Training Safety

Interaction control plays an important role in rehabilitation devices to ensure training safety and efficacy. Compliance adaptation of interaction is vital for enabling robot movements to better suit the patient's requirements as human joint characteristics vary. This paper proposes an interact...

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Detalles Bibliográficos
Autores principales: Xu, Dong, Zhang, Mingming, Xu, Han, Fu, Jianming, Li, Xiaolong, Xie, Sheng Q.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6409001/
https://www.ncbi.nlm.nih.gov/pubmed/30918621
http://dx.doi.org/10.1155/2019/6537848
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author Xu, Dong
Zhang, Mingming
Xu, Han
Fu, Jianming
Li, Xiaolong
Xie, Sheng Q.
author_facet Xu, Dong
Zhang, Mingming
Xu, Han
Fu, Jianming
Li, Xiaolong
Xie, Sheng Q.
author_sort Xu, Dong
collection PubMed
description Interaction control plays an important role in rehabilitation devices to ensure training safety and efficacy. Compliance adaptation of interaction is vital for enabling robot movements to better suit the patient's requirements as human joint characteristics vary. This paper proposes an interactive compliance control scheme on a wrist rehabilitation device (WReD) for enhanced training safety and efficacy. This control system consists of a low-level trajectory tracking loop and a high-level admittance loop. Experiments were conducted with zero load and human interaction, respectively. Satisfactory trajectory tracking responses were obtained, with the normalized root mean square deviation (NRMSD) values being 1.08% with zero load and the NRMSD values no greater than 1.4% with real-time disturbance and interaction from human users. Results demonstrate that such an interactive compliance control method can adaptively adjust the range of training motions and encourage active engagement from human users simultaneously. These findings suggest that the proposed control method of the WReD has great potentials for clinical applications due to enhanced training safety and efficacy. Future work will focus on evaluating its efficacy on a large sample of participants.
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spelling pubmed-64090012019-03-27 Interactive Compliance Control of a Wrist Rehabilitation Device (WReD) with Enhanced Training Safety Xu, Dong Zhang, Mingming Xu, Han Fu, Jianming Li, Xiaolong Xie, Sheng Q. J Healthc Eng Research Article Interaction control plays an important role in rehabilitation devices to ensure training safety and efficacy. Compliance adaptation of interaction is vital for enabling robot movements to better suit the patient's requirements as human joint characteristics vary. This paper proposes an interactive compliance control scheme on a wrist rehabilitation device (WReD) for enhanced training safety and efficacy. This control system consists of a low-level trajectory tracking loop and a high-level admittance loop. Experiments were conducted with zero load and human interaction, respectively. Satisfactory trajectory tracking responses were obtained, with the normalized root mean square deviation (NRMSD) values being 1.08% with zero load and the NRMSD values no greater than 1.4% with real-time disturbance and interaction from human users. Results demonstrate that such an interactive compliance control method can adaptively adjust the range of training motions and encourage active engagement from human users simultaneously. These findings suggest that the proposed control method of the WReD has great potentials for clinical applications due to enhanced training safety and efficacy. Future work will focus on evaluating its efficacy on a large sample of participants. Hindawi 2019-02-18 /pmc/articles/PMC6409001/ /pubmed/30918621 http://dx.doi.org/10.1155/2019/6537848 Text en Copyright © 2019 Dong Xu et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Xu, Dong
Zhang, Mingming
Xu, Han
Fu, Jianming
Li, Xiaolong
Xie, Sheng Q.
Interactive Compliance Control of a Wrist Rehabilitation Device (WReD) with Enhanced Training Safety
title Interactive Compliance Control of a Wrist Rehabilitation Device (WReD) with Enhanced Training Safety
title_full Interactive Compliance Control of a Wrist Rehabilitation Device (WReD) with Enhanced Training Safety
title_fullStr Interactive Compliance Control of a Wrist Rehabilitation Device (WReD) with Enhanced Training Safety
title_full_unstemmed Interactive Compliance Control of a Wrist Rehabilitation Device (WReD) with Enhanced Training Safety
title_short Interactive Compliance Control of a Wrist Rehabilitation Device (WReD) with Enhanced Training Safety
title_sort interactive compliance control of a wrist rehabilitation device (wred) with enhanced training safety
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6409001/
https://www.ncbi.nlm.nih.gov/pubmed/30918621
http://dx.doi.org/10.1155/2019/6537848
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