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Hierarchical Shared Control of Cane-Type Walking-Aid Robot
A hierarchical shared-control method of the walking-aid robot for both human motion intention recognition and the obstacle emergency-avoidance method based on artificial potential field (APF) is proposed in this paper. The human motion intention is obtained from the interaction force measurements of...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5574270/ https://www.ncbi.nlm.nih.gov/pubmed/29093805 http://dx.doi.org/10.1155/2017/8932938 |
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author | Tao, Chunjing Yan, Qingyang Li, Yitong |
author_facet | Tao, Chunjing Yan, Qingyang Li, Yitong |
author_sort | Tao, Chunjing |
collection | PubMed |
description | A hierarchical shared-control method of the walking-aid robot for both human motion intention recognition and the obstacle emergency-avoidance method based on artificial potential field (APF) is proposed in this paper. The human motion intention is obtained from the interaction force measurements of the sensory system composed of 4 force-sensing registers (FSR) and a torque sensor. Meanwhile, a laser-range finder (LRF) forward is applied to detect the obstacles and try to guide the operator based on the repulsion force calculated by artificial potential field. An obstacle emergency-avoidance method which comprises different control strategies is also assumed according to the different states of obstacles or emergency cases. To ensure the user's safety, the hierarchical shared-control method combines the intention recognition method with the obstacle emergency-avoidance method based on the distance between the walking-aid robot and the obstacles. At last, experiments validate the effectiveness of the proposed hierarchical shared-control method. |
format | Online Article Text |
id | pubmed-5574270 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-55742702017-11-01 Hierarchical Shared Control of Cane-Type Walking-Aid Robot Tao, Chunjing Yan, Qingyang Li, Yitong J Healthc Eng Research Article A hierarchical shared-control method of the walking-aid robot for both human motion intention recognition and the obstacle emergency-avoidance method based on artificial potential field (APF) is proposed in this paper. The human motion intention is obtained from the interaction force measurements of the sensory system composed of 4 force-sensing registers (FSR) and a torque sensor. Meanwhile, a laser-range finder (LRF) forward is applied to detect the obstacles and try to guide the operator based on the repulsion force calculated by artificial potential field. An obstacle emergency-avoidance method which comprises different control strategies is also assumed according to the different states of obstacles or emergency cases. To ensure the user's safety, the hierarchical shared-control method combines the intention recognition method with the obstacle emergency-avoidance method based on the distance between the walking-aid robot and the obstacles. At last, experiments validate the effectiveness of the proposed hierarchical shared-control method. Hindawi 2017 2017-08-13 /pmc/articles/PMC5574270/ /pubmed/29093805 http://dx.doi.org/10.1155/2017/8932938 Text en Copyright © 2017 Chunjing Tao 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 Tao, Chunjing Yan, Qingyang Li, Yitong Hierarchical Shared Control of Cane-Type Walking-Aid Robot |
title | Hierarchical Shared Control of Cane-Type Walking-Aid Robot |
title_full | Hierarchical Shared Control of Cane-Type Walking-Aid Robot |
title_fullStr | Hierarchical Shared Control of Cane-Type Walking-Aid Robot |
title_full_unstemmed | Hierarchical Shared Control of Cane-Type Walking-Aid Robot |
title_short | Hierarchical Shared Control of Cane-Type Walking-Aid Robot |
title_sort | hierarchical shared control of cane-type walking-aid robot |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5574270/ https://www.ncbi.nlm.nih.gov/pubmed/29093805 http://dx.doi.org/10.1155/2017/8932938 |
work_keys_str_mv | AT taochunjing hierarchicalsharedcontrolofcanetypewalkingaidrobot AT yanqingyang hierarchicalsharedcontrolofcanetypewalkingaidrobot AT liyitong hierarchicalsharedcontrolofcanetypewalkingaidrobot |