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author:

Zhang, L.-P. (Zhang, L.-P..) [1] | Yang, F.-W. (Yang, F.-W..) [2]

Indexed by:

Scopus PKU CSCD

Abstract:

A special type of iterative learning control (ILC) problem is considered, which deals with the point-to-point control of robots. Fuzzy control design method is introduced to solving the special iterative learning control problem. First, the Takagi-Sugeno (TS) fuzzy model is employed to approximate a robot system. Next, based on the fuzzy model, a fuzzy iterative learning controller design is carried out via the so-call parallel distributed compensation (PDC) approach. To avoid the necessity of exactly reinitializing the system at each iteration, the basic method is modified so as to obtain a cyclic iterative learning controller. Finally, simulation results for the repositioning control of one link robot moving on a vertical plane are presented to demonstrate the effectiveness of the proposed scheme.

Keyword:

Iterative learning control; MATLAB simulation; Point-to-point control; T-S fuzzy model

Community:

  • [ 1 ] [Zhang, L.-P.]Coll. of Mech. Eng. and Automat., Fuzhou Univ., Fuzhou 350002, China
  • [ 2 ] [Yang, F.-W.]Coll. of Elec. Eng. and Automat., Fuzhou Univ., Fuzhou 350002, China

Reprint 's Address:

  • [Zhang, L.-P.]Coll. of Mech. Eng. and Automat., Fuzhou Univ., Fuzhou 350002, China

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Source :

Journal of System Simulation

ISSN: 1004-731X

Year: 2005

Issue: 1

Volume: 17

Page: 166-169

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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