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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...

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Detalles Bibliográficos
Autores principales: Tao, Chunjing, Yan, Qingyang, Li, Yitong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
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.
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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
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AT yanqingyang hierarchicalsharedcontrolofcanetypewalkingaidrobot
AT liyitong hierarchicalsharedcontrolofcanetypewalkingaidrobot