Fuzzy Finite-Time Tracking Control for a Class of Nonaffine Nonlinear Systems With Unknown Dead Zones

被引:39
|
作者
Bao, Jialei [1 ]
Wang, Huanqing [1 ,2 ]
Liu, Peter Xiaoping [1 ,2 ]
Cheng, Chao [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Mech Elect & Control Engn, Beijing 100044, Peoples R China
[2] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
基金
北京市自然科学基金; 美国国家科学基金会;
关键词
Adaptive tracking control; dead zone; finite-time stability; fuzzy logic system (FLS); nonaffine system;
D O I
10.1109/TSMC.2018.2871560
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 paper addresses the finite-time tracking control problem for a class of nonaffine nonlinear systems with unknown dead zones using an adaptive fuzzy control scheme. The unknown nonlinear functions of the system are approximated by the fuzzy logic systems and a finite-time stability theorem is used to construct the control signal. The novelty of the proposed control method is that the tracking system can reach the stable equilibrium within a finite period of time without the knowledge of the boundaries of the dead zone parameters. The simulation results show that the system is semi-global practical finite-time stable and the tracking deviation converges to a small neighborhood of zero in a finite period of time.
引用
收藏
页码:452 / 463
页数:12
相关论文
共 50 条
  • [21] Robust Decentralized Adaptive Neural Control for a Class of Nonaffine Nonlinear Large-Scale Systems with Unknown Dead Zones
    Wang, Huanqing
    Zhou, Qi
    Yang, Xuebo
    Karimi, Hamid Reza
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [22] Emotional Intelligent Finite-Time Tracking Control for a Class of Nonlinear Systems
    Hou, Shixi
    Qiu, Zhenyu
    Chu, Yundi
    Gao, Jie
    Fei, Juntao
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (11): : 20421 - 20432
  • [23] Adaptive fuzzy tracking control for a class of nonaffine stochastic nonlinear systems
    Wang Huanqing
    Liu Kefu
    Liu Xiaoping
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 2287 - 2292
  • [24] Adaptive fuzzy output feedback control for a class of nonaffine nonlinear systems with unknown dead-zone input
    Zhou, Wei-Dong
    Liao, Cheng-Yi
    Zheng, Lan
    Liu, Meng-Meng
    NONLINEAR DYNAMICS, 2015, 79 (04) : 2609 - 2621
  • [25] Finite-Time Consensus and Tracking Control of A Class of Nonlinear Multiagent Systems
    Li, Zhenxing
    Ji, Haibo
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 63 (12) : 4413 - 4420
  • [26] Adaptive fuzzy output feedback control for a class of nonaffine nonlinear systems with unknown dead-zone input
    Wei-Dong Zhou
    Cheng-Yi Liao
    Lan Zheng
    Meng-Meng Liu
    Nonlinear Dynamics, 2015, 79 : 2609 - 2621
  • [27] Observer-based adaptive fuzzy tracking control for a class of MIMO nonlinear systems with unknown dead zones and time-varying delays
    Wang, Honghong
    Chen, Bing
    Lin, Chong
    Sun, Yumei
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2019, 50 (03) : 546 - 562
  • [28] Adaptive Fuzzy Prescribed Finite-Time Tracking Control for Nonlinear System With Unknown Control Directions
    Liu, Yang
    Zhang, Huaguang
    Wang, Yingchun
    Ren, He
    Li, Qiaochu
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (06) : 1993 - 2003
  • [29] Adaptive variable universe of discourse fuzzy control for a class of nonlinear systems with unknown dead zones
    Wang, Rui
    Liu, Yan-Jun
    Yu, Fu-Sheng
    Wang, Jia-Yin
    Yang, Jin-Lin
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2017, 31 (12) : 1934 - 1951
  • [30] Finite-time prescribed performance adaptive fuzzy control for unknown nonlinear systems
    Zhou, Tianyue
    Liu, Cungen
    Liu, Xiaoping
    Wang, Huanqing
    Zhou, Yucheng
    FUZZY SETS AND SYSTEMS, 2021, 402 : 16 - 34