Sampled-data iterative learning control for nonlinear systems with arbitrary relative degree

被引:85
作者
Sun, MX [1 ]
Wang, DW [1 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
关键词
learning control; convergence; relative degree; sampled-data; nonlinear systems;
D O I
10.1016/S0005-1098(00)00141-2
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a sampled-data iterative learning control method is proposed for nonlinear systems without restriction on system relative degree. The learning algorithm does not require numerical differentiations of any order from the tracking error. A sufficient condition is derived to guarantee the convergence of the system output at each sampling instant to the desired trajectory. Numerical simulation is conducted to demonstrate the theoretical result. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:283 / 289
页数:7
相关论文
共 19 条
  • [1] ITERATIVE LEARNING CONTROL FOR A CLASS OF NONLINEAR-SYSTEMS
    AHN, HS
    CHOI, CH
    KIM, KB
    [J]. AUTOMATICA, 1993, 29 (06) : 1575 - 1578
  • [2] BETTERING OPERATION OF ROBOTS BY LEARNING
    ARIMOTO, S
    KAWAMURA, S
    MIYAZAKI, F
    [J]. JOURNAL OF ROBOTIC SYSTEMS, 1984, 1 (02): : 123 - 140
  • [3] ARIMOTO S, 1991, 1991 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, P728, DOI 10.1109/ROBOT.1991.131671
  • [4] CONVERGENCE AND ROBUSTNESS OF A DISCRETE-TIME LEARNING CONTROL SCHEME FOR CONSTRAINED MANIPULATORS
    CHEAH, CC
    WANG, DW
    SOH, YC
    [J]. JOURNAL OF ROBOTIC SYSTEMS, 1994, 11 (03): : 223 - 238
  • [5] CHEN Y., 1999, Iterative Learning Control: Convergence, Robustness, and Applications
  • [6] A P-type iterative learning controller for robust output tracking of nonlinear time-varying systems
    Chien, CJ
    Liu, JS
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 1996, 64 (02) : 319 - 334
  • [7] Chien CJ, 1997, IEEE DECIS CONTR P, P4306, DOI 10.1109/CDC.1997.649522
  • [8] Hauser J. E., 1987, Proceedings of the 26th IEEE Conference on Decision and Control (Cat. No.87CH2505-6), P859
  • [9] Isidori A, 1995, NONLINEAR CONTROL SYSTEMS DESIGN 1995, VOLS 1 AND 2, P87
  • [10] REALIZATION OF ROBOT MOTION BASED ON A LEARNING-METHOD
    KAWAMURA, S
    MIYAZAKI, F
    ARIMOTO, S
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1988, 18 (01): : 126 - 133