Iterative Learning Control for Networked Nonlinear Systems Using Latest Information

被引:0
|
作者
Shen, Dong [1 ]
Xu, Yun [1 ]
机构
[1] Beijing Univ Chem Technol, Coll Informat Sci & Technol, Beijing 100029, Peoples R China
关键词
Iterative Learning Control; Networked Nonlinear System; Random Packet Loss;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The iterative learning control (ILC) algorithm is constructed for networked nonlinear systems with random measurement losses modeled by a stochastic sequence. The algorithm updates regularly when the corresponding measurement is available, while updates with the latest available packet from previous iterations if the corresponding one is lost. The almost sure convergence is strictly proved, and illustrative simulations verify the effectiveness of the proposed algorithm.
引用
收藏
页码:3079 / 3084
页数:6
相关论文
共 50 条
  • [31] Event-triggered based predictive iterative learning control with random packet loss compensation for nonlinear networked systems
    Yu, Qiongxia
    Fan, Zhihao
    Bu, Xuhui
    Hou, Zhongsheng
    [J]. ISA TRANSACTIONS, 2024, 148 : 169 - 181
  • [32] Adaptive iterative learning control for nonlinear systems with unknown control gain
    Chen, HD
    Jiang, P
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2004, 126 (04): : 916 - 920
  • [33] Model Reference Adaptive Iterative Learning Control for Nonlinear Systems Using Observer Design
    Wang, Ying-Chung
    Chien, Chiang-Ju
    Jhuo, I-Hong
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2014, : 1713 - 1719
  • [34] Fractional order nonlinear systems with delay in iterative learning control
    Yan, Li
    Wei, Jiang
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2015, 257 : 546 - 552
  • [35] Robust iterative learning control for nonlinear systems with measurement disturbances
    Bu, Xuhui
    Yu, Fashan
    Hou, Zhongsheng
    Yang, Haizhu
    [J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2012, 23 (06) : 906 - 913
  • [36] Iterative learning control algorithm for sensor fault nonlinear systems
    Lan, Zimian
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (04) : 5927 - 5934
  • [37] Neural networks in design of iterative learning control for nonlinear systems
    Patan, Krzysztof
    Patan, Maciej
    Kowalow, Damian
    [J]. IFAC PAPERSONLINE, 2017, 50 (01): : 13402 - 13407
  • [38] Robust iterative learning control for nonlinear systems with measurement disturbances
    Xuhui Bu 1
    2. Henan Provincial Open Laboratory for Control Engineering Key Discipline
    3. Advanced Control Systems Laboratory
    [J]. Journal of Systems Engineering and Electronics, 2012, 23 (06) : 906 - 913
  • [39] Output tracking for nonlinear stochastic systems by iterative learning control
    Chen, HF
    Fang, HT
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (04) : 583 - 588
  • [40] Fuzzy iterative learning control for nonlinear systems with missing data
    Cai, Fenghuang
    Wang, Wu
    Yang, Fuwen
    [J]. ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 1, PROCEEDINGS, 2006, : 428 - +