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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2019
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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. |
format | Online Article Text |
id | pubmed-6409001 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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