Finite-Time Adaptive Fuzzy Control for Nonlinear Systems with Unknown Backlash-Like Hysteresis

被引:11
|
作者
Diao, Shuzhen [1 ]
Sun, Wei [1 ]
Wang, Le [1 ]
Wu, Jing [1 ]
机构
[1] Liaocheng Univ, Sch Math Sci, Liaocheng 252000, Shandong, Peoples R China
关键词
Nonstrict-feedback nonlinear systems; Adaptive fuzzy control; Finite-time control; Unknown backlash-like hysteresis; TRACKING CONTROL;
D O I
10.1007/s40815-021-01066-1
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study considers the tracking control problem of the nonstrict-feedback nonlinear system with unknown backlash-like hysteresis, and a finite-time adaptive fuzzy control scheme is developed to address this problem. More precisely, the fuzzy systems are employed to approximate the unknown nonlinearities, and the design difficulties caused by the nonlower triangular structure are also overcome by using the property of fuzzy systems. Besides, the effect of unknown hysteresis input is compensated by approximating an intermediate variable. With the aid of finite-time stability theory, the proposed control algorithm could guarantee that the tracking error converges to a smaller region. Finally, a simulation example is provided to further verify the above theoretical results.
引用
收藏
页码:2037 / 2047
页数:11
相关论文
共 50 条
  • [31] Finite-Time Adaptive Fuzzy Tracking Control for a Class of Nonlinear Systems with Unknown Hysteresis
    Lv, Wenshun
    Wang, Fang
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (03) : 782 - 790
  • [32] Neural Learning Control of a Robotic Manipulator with Finite-Time Convergence in the Presence of Unknown Backlash-Like Hysteresis
    Kong, Linghuan
    Lai, Qingcai
    Ouyang, Yuncheng
    Li, Qing
    Zhang, Shuang
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 52 (03): : 1916 - 1927
  • [33] An adaptive output feedback dynamic surface control for a class of nonlinear systems with unknown backlash-like hysteresis
    Zhang, Xu
    Lin, Yan
    [J]. ASIAN JOURNAL OF CONTROL, 2013, 15 (02) : 489 - 500
  • [34] Adaptive neural tracking control of stochastic nonaffine nonlinear switched systems with unknown backlash-like hysteresis
    Shu, Yanjun
    Tong, Yanhui
    Lv, Zhaomin
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2021, 94 (10) : 2896 - 2907
  • [35] Adaptive consensus of nonlinear multi-agent systems with unknown backlash-like hysteresis
    Chen, Kairui
    Wang, Junwei
    Zhang, Yun
    Liu, Zhi
    [J]. NEUROCOMPUTING, 2016, 175 : 698 - 703
  • [36] Observer-based adaptive fuzzy tracking control of MIMO switched nonlinear systems preceded by unknown backlash-like hysteresis
    Huo, Xin
    Ma, Li
    Zhao, Xudong
    Niu, Ben
    Zong, Guangdeng
    [J]. INFORMATION SCIENCES, 2019, 490 : 369 - 386
  • [37] Neural Network-Based Finite-Time Command Filtering Control for Switched Nonlinear Systems With Backlash-Like Hysteresis
    Fu, Cheng
    Wang, Qing-Guo
    Yu, Jinpeng
    Lin, Chong
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (07) : 3268 - 3273
  • [38] Adaptive neural tracking control for nonstrict-feedback nonlinear systems with unknown backlash-like hysteresis and unknown control directions
    Wang, Xinjun
    Yin, Xinghui
    Wu, Qinghui
    Meng, Fanqi
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2018, 28 (16) : 5140 - 5157
  • [39] Adaptive neural finite-time hierarchical sliding mode control of uncertain under-actuated switched nonlinear systems with backlash-like hysteresis
    Liu, Shanlin
    Zhang, Liang
    Niu, Ben
    Zhao, Xudong
    Ahmad, A. M.
    [J]. INFORMATION SCIENCES, 2022, 599 : 147 - 169
  • [40] Near Optimal Control for Discrete-Time Switched Nonlinear Systems With Unknown Backlash-Like Hysteresis
    Li, Zheng
    Liu, Lei
    Tong, Shaocheng
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 71 (05) : 2193 - 2202