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...
Main Authors: | , , , , , |
---|---|
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 |