Adaptive Fuzzy Event-Triggered Tracking Control for Nonstrict Nonlinear Systems

被引:22
作者
Xie, Yingkang [1 ]
Ma, Qian [1 ]
Wang, Zhen [2 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
[2] Shandong Univ Sci & Technol, Coll Math & Syst Sci, Qingdao 266590, Peoples R China
关键词
Nonlinear systems; Observers; Adaptive systems; System performance; Backstepping; Switches; Fuzzy logic; Event-triggered strategy; fuzzy state observer; nonlinear systems; output feedback control; DYNAMIC SURFACE CONTROL; PRACTICAL TRACKING; FEEDBACK; STABILIZATION; STATE;
D O I
10.1109/TFUZZ.2021.3118732
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article addresses adaptive fuzzy event-triggered controller design for nonstrict nonlinear systems. First, for estimating the unmeasurable states, the high-gain fuzzy state observer is designed. By using backstepping technique, the adaptive fuzzy controller is designed. A new switching threshold event-triggered mechanism is given to decide when the controller needs to be updated and the Zeno behavior is avoided. Stability analysis shows that the tracking error can be arbitrarily small and all variables of the closed-loop system remain bounded. At last, the effectiveness of our control strategy is illustrated through simulation.
引用
收藏
页码:3527 / 3536
页数:10
相关论文
共 46 条
  • [31] Adaptive Fuzzy Control With High-Order Barrier Lyapunov Functions for High-Order Uncertain Nonlinear Systems With Full-State Constraints
    Sun, Wei
    Su, Shun-Feng
    Wu, Yuqiang
    Xia, Jianwei
    Van-Truong Nguyen
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2020, 50 (08) : 3424 - 3432
  • [32] Adaptive event-triggered global fast finite-time control for a class of uncertain nonlinear systems
    Sun, Wenjun
    Zhao, Junsheng
    Sun, Wei
    Xia, Jianwei
    Sun, Zong-Yao
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2020, 30 (09) : 3773 - 3785
  • [33] Dynamic surface control for a class of nonlinear systems
    Swaroop, D
    Hedrick, JK
    Yip, PP
    Gerdes, JC
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (10) : 1893 - 1899
  • [34] Decentralized Event-Triggering for Control of Nonlinear Systems
    Tallapragada, Pavankumar
    Chopra, Nikhil
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (12) : 3312 - 3324
  • [35] FUZZY BASIS FUNCTIONS, UNIVERSAL APPROXIMATION, AND ORTHOGONAL LEAST-SQUARES LEARNING
    WANG, LX
    MENDEL, JM
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1992, 3 (05): : 807 - 814
  • [36] Input-to-State Stability of Perturbed Nonlinear Systems With Event-Triggered Receding Horizon Control Scheme
    Wang, Mengzhi
    Sun, Jian
    Chen, Jie
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (08) : 6393 - 6403
  • [37] Observer-Based Adaptive Fuzzy Containment Control for Multiple Uncertain Nonlinear Systems
    Wang, Wei
    Tong, Shaocheng
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 27 (11) : 2079 - 2089
  • [38] Adaptive Event-Triggered Neural Network Control for Switching Nonlinear Systems With Time Delays
    Xie, Yingkang
    Ma, Qian
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (02) : 729 - 738
  • [39] Event-Triggered Adaptive Control for a Class of Uncertain Nonlinear Systems
    Xing, Lantao
    Wen, Changyun
    Liu, Zhitao
    Su, Hongye
    Cai, Jianping
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (04) : 2071 - 2076
  • [40] Event-Triggered Global Finite-Time Control for a Class of Uncertain Nonlinear Systems
    Zhang, Cui-Hua
    Yang, Guang-Hong
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 65 (03) : 1340 - 1347