Adaptive Iterative Learning Control design for RUPERT IV

An adaptive robot control strategy combining PID-based feedback and Iterative Learning Controller (ILC) is proposed for performing passive reaching tasks for RUPERTtrade (Robotic Upper Extremity Repetitive Therapy), a pneumatic muscle driven rehabilitation robotic device. Additionally, a fuzzy rule-...

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Vydané v:2008 2nd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics s. 647 - 652
Hlavní autori: Ruihua Wei, Balasubramanian, S., Lihong Xu, Jiping He
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.10.2008
Predmet:
Adaptive control
Control design
Extremities
Feedback
Fuzzy Rule-Base
Iterative Learning Control
Medical treatment
Muscles
Pneumatic Muscle Actuator
Programmable control
Rehabilitation robotics
Robot control
Testing
Upper Extremity
ISBN:9781424428823, 1424428823
ISSN:2155-1774
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Abstract An adaptive robot control strategy combining PID-based feedback and Iterative Learning Controller (ILC) is proposed for performing passive reaching tasks for RUPERTtrade (Robotic Upper Extremity Repetitive Therapy), a pneumatic muscle driven rehabilitation robotic device. Additionally, a fuzzy rule-base is used to estimate the ILC learning rate to achieve an optimized learning. The preliminary test results from two able-bodied subjects demonstrate that the proposed controller can provide consistent performance for different subjects performing different reaching tasks.
AbstractList An adaptive robot control strategy combining PID-based feedback and Iterative Learning Controller (ILC) is proposed for performing passive reaching tasks for RUPERTtrade (Robotic Upper Extremity Repetitive Therapy), a pneumatic muscle driven rehabilitation robotic device. Additionally, a fuzzy rule-base is used to estimate the ILC learning rate to achieve an optimized learning. The preliminary test results from two able-bodied subjects demonstrate that the proposed controller can provide consistent performance for different subjects performing different reaching tasks.
Author Balasubramanian, S.
Lihong Xu
Jiping He
Ruihua Wei
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  surname: Lihong Xu
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  organization: Electron. & Inf. Eng. Sch., Tongji Univ., Shanghai
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  surname: Jiping He
  fullname: Jiping He
  organization: Harrington Dept. of Bioeng., Arizona State Univ., Tempe, AZ
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Snippet An adaptive robot control strategy combining PID-based feedback and Iterative Learning Controller (ILC) is proposed for performing passive reaching tasks for...
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StartPage 647
SubjectTerms Adaptive control
Control design
Extremities
Feedback
Fuzzy Rule-Base
Iterative Learning Control
Medical treatment
Muscles
Pneumatic Muscle Actuator
Programmable control
Rehabilitation robotics
Robot control
Testing
Upper Extremity
Title Adaptive Iterative Learning Control design for RUPERT IV
URI https://ieeexplore.ieee.org/document/4762841
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