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author:

Zhang, Li-Ping (Zhang, Li-Ping.) [1] | Yang, Fu-Wen (Yang, Fu-Wen.) [2]

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Abstract:

An iterative learning control algorithm based on shifted Legendre orthogonal polynomials is proposed to address the terminal control problem of linear time-varying systems. First, the method parameterizes a linear time-varying system by using shifted Legendre polynomials approximation. Then, an approximated model for the linear time-varying system is deduced by employing the orthogonality relations and boundary values of shifted Legendre polynomials. Based on the model, the shifted Legendre polynomials coefficients of control function are iteratively adjusted by an optimal iterative learning law derived. The algorithm presented can avoid solving the state transfer matrix of linear time-varying systems. Simulation results illustrate the effectiveness of the proposed method.

Keyword:

Computer simulation Iterative methods Learning systems Linear systems Optimal systems Polynomials State feedback Time varying systems

Community:

  • [ 1 ] [Zhang, Li-Ping]Coll. of Mech. Eng. and Automat., Fuzhou Univ., Fuzhou 350002, China
  • [ 2 ] [Yang, Fu-Wen]Coll. of Elec. Eng. and Automat., Fuzhou Univ., Fuzhou 350002, China

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Source :

Acta Automatica Sinica

ISSN: 0254-4156

CN: 11-2109/TP

Year: 2005

Issue: 2

Volume: 31

Page: 309-313

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: 1

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