Safety Supervisory Strategy for an Upper-Limb Rehabilitation Robot Based on Impedance Control

User security is an important consideration for robots that interact with humans, especially for upper-limb rehabilitation robots, during the use of which stroke patients are often more susceptible to injury. In this paper, a novel safety supervisory control method incorporating fuzzy logic is propo...

Full description

Bibliographic Details
Main Authors: Lizheng Pan, Aiguo Song, Guozheng Xu, Huijun Li, Hong Zeng, Baoguo Xu
Format: Article
Language:English
Published: SAGE Publishing 2013-02-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.5772/55094
id doaj-f34d5d79309e428a88bba05fb4035645
record_format Article
spelling doaj-f34d5d79309e428a88bba05fb40356452020-11-25T03:34:12ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142013-02-011010.5772/5509410.5772_55094Safety Supervisory Strategy for an Upper-Limb Rehabilitation Robot Based on Impedance ControlLizheng Pan0Aiguo Song1Guozheng Xu2Huijun Li3Hong Zeng4Baoguo Xu5 School of Instrument Science and Engineering, Southeast University, Nanjing, China School of Instrument Science and Engineering, Southeast University, Nanjing, China College of Automation, Nanjing University of Posts and Telecommunications, Nanjing, China School of Instrument Science and Engineering, Southeast University, Nanjing, China School of Instrument Science and Engineering, Southeast University, Nanjing, China School of Instrument Science and Engineering, Southeast University, Nanjing, ChinaUser security is an important consideration for robots that interact with humans, especially for upper-limb rehabilitation robots, during the use of which stroke patients are often more susceptible to injury. In this paper, a novel safety supervisory control method incorporating fuzzy logic is proposed so as to guarantee the impaired limb's safety should an emergency situation occur and the robustness of the upper-limb rehabilitation robot control system. Firstly, a safety supervisory fuzzy controller (SSFC) was designed based on the impaired-limb's real-time physical state by extracting and recognizing the impaired-limb's tracking movement features. Then, the proposed SSFC was used to automatically regulate the desired force either to account for reasonable disturbance resulting from pose or position changes or to respond in adequate time to an emergency based on an evaluation of the impaired-limb's physical condition. Finally, a position-based impedance controller was implemented to achieve compliance between the robotic end-effector and the impaired limb during the robot-assisted rehabilitation training. The experimental results show the effectiveness and potential of the proposed method for achieving safety and robustness for the rehabilitation robot.https://doi.org/10.5772/55094
collection DOAJ
language English
format Article
sources DOAJ
author Lizheng Pan
Aiguo Song
Guozheng Xu
Huijun Li
Hong Zeng
Baoguo Xu
spellingShingle Lizheng Pan
Aiguo Song
Guozheng Xu
Huijun Li
Hong Zeng
Baoguo Xu
Safety Supervisory Strategy for an Upper-Limb Rehabilitation Robot Based on Impedance Control
International Journal of Advanced Robotic Systems
author_facet Lizheng Pan
Aiguo Song
Guozheng Xu
Huijun Li
Hong Zeng
Baoguo Xu
author_sort Lizheng Pan
title Safety Supervisory Strategy for an Upper-Limb Rehabilitation Robot Based on Impedance Control
title_short Safety Supervisory Strategy for an Upper-Limb Rehabilitation Robot Based on Impedance Control
title_full Safety Supervisory Strategy for an Upper-Limb Rehabilitation Robot Based on Impedance Control
title_fullStr Safety Supervisory Strategy for an Upper-Limb Rehabilitation Robot Based on Impedance Control
title_full_unstemmed Safety Supervisory Strategy for an Upper-Limb Rehabilitation Robot Based on Impedance Control
title_sort safety supervisory strategy for an upper-limb rehabilitation robot based on impedance control
publisher SAGE Publishing
series International Journal of Advanced Robotic Systems
issn 1729-8814
publishDate 2013-02-01
description User security is an important consideration for robots that interact with humans, especially for upper-limb rehabilitation robots, during the use of which stroke patients are often more susceptible to injury. In this paper, a novel safety supervisory control method incorporating fuzzy logic is proposed so as to guarantee the impaired limb's safety should an emergency situation occur and the robustness of the upper-limb rehabilitation robot control system. Firstly, a safety supervisory fuzzy controller (SSFC) was designed based on the impaired-limb's real-time physical state by extracting and recognizing the impaired-limb's tracking movement features. Then, the proposed SSFC was used to automatically regulate the desired force either to account for reasonable disturbance resulting from pose or position changes or to respond in adequate time to an emergency based on an evaluation of the impaired-limb's physical condition. Finally, a position-based impedance controller was implemented to achieve compliance between the robotic end-effector and the impaired limb during the robot-assisted rehabilitation training. The experimental results show the effectiveness and potential of the proposed method for achieving safety and robustness for the rehabilitation robot.
url https://doi.org/10.5772/55094
work_keys_str_mv AT lizhengpan safetysupervisorystrategyforanupperlimbrehabilitationrobotbasedonimpedancecontrol
AT aiguosong safetysupervisorystrategyforanupperlimbrehabilitationrobotbasedonimpedancecontrol
AT guozhengxu safetysupervisorystrategyforanupperlimbrehabilitationrobotbasedonimpedancecontrol
AT huijunli safetysupervisorystrategyforanupperlimbrehabilitationrobotbasedonimpedancecontrol
AT hongzeng safetysupervisorystrategyforanupperlimbrehabilitationrobotbasedonimpedancecontrol
AT baoguoxu safetysupervisorystrategyforanupperlimbrehabilitationrobotbasedonimpedancecontrol
_version_ 1724559922815827968