Adaptive fuzzy control of MIMO nonstrict-feedback nonlinear systems with fuzzy dead zones and time delays

被引:13
|
作者
Su, Hang [1 ]
Zhang, Weihai [1 ]
机构
[1] Shandong Univ Sci & Technol, Coll Elect Engn & Automat, Qingdao 266590, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptive fuzzy control; Nonstrict-feedback systems; Backstepping; Dynamic surface control; DYNAMIC SURFACE CONTROL; TRACKING CONTROL;
D O I
10.1007/s11071-018-4645-8
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper addresses an adaptive fuzzy control for a class of multi-input and multi-output nonlinear nonstrict-feedback systems with fuzzy dead zones, time delays and immeasurable states. Combining backstepping technique with dynamic surface control, only one adaptive law is required for each subsystem, and the whole design procedure is simplified. Compared with the existing researches on multi-input and multi-output nonlinear systems, the main contributions of this paper lie in that the dead zone models of the developed nonlinear system are fuzzy and uncertain, and the systems under consideration are more general. The designed controller not only guarantees that the given target signals can be tracked within small errors, but also guarantees the boundedness of all the signals in the closed-loop system. Finally, simulation results are depicted to demonstrate the effectiveness of our proposed control algorithm.
引用
收藏
页码:1565 / 1583
页数:19
相关论文
共 50 条
  • [31] Observer-based adaptive fuzzy quantized tracking DSC design for MIMO nonstrict-feedback nonlinear systems
    Sui, Shuai
    Tong, Shaocheng
    NEURAL COMPUTING & APPLICATIONS, 2018, 30 (11): : 3409 - 3419
  • [32] Adaptive fuzzy output feedback FTC for nonstrict-feedback systems with sensor faults and dead zone input
    Zhang, Jun
    Tong, Shaocheng
    NEUROCOMPUTING, 2021, 435 : 67 - 76
  • [33] Observer-based adaptive fuzzy quantized tracking DSC design for MIMO nonstrict-feedback nonlinear systems
    Shuai Sui
    Shaocheng Tong
    Neural Computing and Applications, 2018, 30 : 3409 - 3419
  • [34] Adaptive Fuzzy Control for Nonstrict-Feedback Systems With Input Saturation and Output Constraint
    Zhou, Qi
    Wang, Lijie
    Wu, Chengwei
    Li, Hongyi
    Du, Haiping
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 47 (01): : 1 - 12
  • [35] Finite-time prescribed performance adaptive fuzzy fault-tolerant control for nonstrict-feedback nonlinear systems
    Su, Hang
    Zhang, Weihai
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2019, 33 (09) : 1407 - 1424
  • [36] Dynamic event-triggered fixed-time adaptive fuzzy control of nonstrict-feedback switched nonlinear systems
    Wang, Fenglan
    Long, Lijun
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2022, 32 (06) : 4072 - 4096
  • [37] Finite-Time Adaptive Fuzzy Control for Nonstrict-Feedback Nonlinear Systems Via an Event-Triggered Strategy
    Wang, Anqing
    Liu, Lu
    Qiu, Jianbin
    Feng, Gang
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 28 (09) : 2164 - 2174
  • [38] Adaptive neural control of switched nonstrict-feedback nonlinear systems with multiple time-varying delays
    Shi, Xiaocheng
    Xu, Shengyuan
    Chen, Weimin
    Li, Yongmin
    Zhang, Zhengqiang
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2017, 354 (18): : 8180 - 8199
  • [39] Prescribed Performance Observer-Based Adaptive Fuzzy Control for Nonstrict-Feedback Stochastic Nonlinear Systems
    Zhou, Qi
    Li, Hongyi
    Wang, Lijie
    Lu, Renquan
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 48 (10): : 1747 - 1758
  • [40] Adaptive Fuzzy State/Output Feedback Control of Nonstrict-Feedback Systems: A Direct Compensation Approach
    Huang, Jeng-Tze
    IEEE TRANSACTIONS ON CYBERNETICS, 2019, 49 (06) : 2046 - 2059