Adaptive Fuzzy Hierarchical Sliding-Mode Control for a Class of MIMO Nonlinear Time-Delay Systems With Input Saturation

被引:163
|
作者
Zhao, Xudong [1 ,2 ,3 ]
Yang, Haijiao [2 ,4 ]
Xia, Weiguo [1 ]
Wang, Xinyong [2 ,3 ]
机构
[1] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
[2] Bohai Univ, Coll Engn, Jinzhou 121013, Peoples R China
[3] Chongqing SANY High Intelligent Robots Co Ltd, Chongqing 401120, Peoples R China
[4] Northeastern Univ, Sch Informat Sci & Engn, Shenyang 110819, Peoples R China
基金
中国国家自然科学基金;
关键词
Fuzzy systems; hierarchical sliding-mode control; input saturation; multiinput multioutput (MIMO) systems; time delay; TRACKING CONTROL; STABILIZATION;
D O I
10.1109/TFUZZ.2016.2594273
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, an adaptive fuzzy hierarchical sliding-mode control method for a class of multiinput multioutput unknown nonlinear time-delay systems with input saturation is proposed. The studied system is first transformed into an equivalent system. Subsequently, based on sliding-mode control technology and the concept of hierarchical design, a set of adaptive fuzzy hierarchical sliding-mode controllers are designed for the new defined system by using fuzzy systems to approximate uncertain functions and compensate input saturation. Choosing an appropriate Lyapunov-Krasovskii function, it is theoretically proved that all the signals in the closed-loop system together with the proposed sliding surfaces are uniformly ultimately bounded under our designed adaptive fuzzy controllers. Simulation results demonstrate the effectiveness of the proposed design techniques for the systems under consideration.
引用
收藏
页码:1062 / 1077
页数:16
相关论文
共 50 条
  • [1] Fuzzy adaptive sliding-mode control for MIMO nonlinear systems
    Tong, SC
    Li, HX
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2003, 11 (03) : 354 - 360
  • [2] Sliding-Mode Control of a Class of Nonlinear Systems in the Presence of Input Saturation
    Liu, Jinkun
    Pi, Cao
    PROCEEDINGS OF THE 2015 CHINESE INTELLIGENT AUTOMATION CONFERENCE: INTELLIGENT AUTOMATION, 2015, 337 : 465 - 474
  • [3] Comments on "fuzzy adaptive sliding-mode control for MIMO nonlinear systems"
    Labiod, S
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2006, 14 (03) : 478 - 478
  • [4] Adaptive fuzzy sliding mode controller for a class of SISO nonlinear time-delay systems
    Abid, Hafedh
    Toumi, Ahmed
    SOFT COMPUTING, 2016, 20 (02) : 649 - 659
  • [5] Adaptive fuzzy sliding mode controller for a class of SISO nonlinear time-delay systems
    Hafedh Abid
    Ahmed Toumi
    Soft Computing, 2016, 20 : 649 - 659
  • [6] Robust adaptive sliding-mode control for continuous time-delay systems
    Nounou, Mohamed N.
    Nounou, Hazem N.
    Mahmoud, Magdi S.
    IMA JOURNAL OF MATHEMATICAL CONTROL AND INFORMATION, 2007, 24 (03) : 299 - 313
  • [7] Adaptive Fuzzy Sliding-Mode Control for a Class of Nonlinear Systems with Uncertainties
    Han, Hugang
    IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), 2011, : 1320 - 1326
  • [8] Adaptive neural tracking control of a class of MIMO pure-feedback time-delay nonlinear systems with input saturation
    Yang, Yang
    Yue, Dong
    Yuan, Deming
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2016, 47 (15) : 3730 - 3740
  • [9] Robust composite nonlinear feedback control based on integral sliding-mode control of uncertain time-delay systems under input saturation
    Hu, Jiyuan
    Ghaffari, Valiollah
    Mobayen, Saleh
    Asad, Jihad H.
    Vu, Mai The
    JOURNAL OF VIBRATION AND CONTROL, 2023, 29 (23-24) : 5304 - 5317
  • [10] Robust sliding-mode filtering for a class of uncertain nonlinear time-delay systems
    Wu, LG
    Wang, CH
    Zeng, QS
    Fu, VM
    2005 International Conference on Control and Automation (ICCA), Vols 1 and 2, 2005, : 299 - 304