Stabilization of Discrete-Time Interval Type-2 Fuzzy-Model-Based Systems

被引:0
|
作者
Gao, Yabin [1 ]
Li, Hongyi [2 ]
Sun, Yiyong [3 ]
Lu, Qing [2 ]
机构
[1] Bohai Univ, Coll Informat Sci & Technol, Jinzhou 121013, Liaoning, Peoples R China
[2] Bohai Univ, Coll Engn, Jinzhou 121013, Liaoning, Peoples R China
[3] Harbin Inst Technol, Res Inst Intelligent Control & Syst, Harbin 150080, Heilongjiang, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper investigates the state-feedback control problem for the discrete-time interval type-2 (IT2) fuzzy systems. The IT2 fuzzy controller can be characterized by two predefined functions, and the membership functions together with the number of the IT2 controller fuzzy rules can be chosen freely. Using Lyapunov stability theory, sufficient criteria of asymptotic stability are derived for the discrete-time IT2 fuzzy-model-based systems. Based on the criterion, the desired IT2 state-feedback controller is designed to guarantee the asymptotic stability of the closed-loop system. Finally, a practical example is given to verify the effectiveness of the proposed design scheme.
引用
收藏
页码:1238 / 1241
页数:4
相关论文
共 50 条
  • [1] Optimal control of discrete-time interval type-2 fuzzy-model-based systems with D-stability constraint and control saturation
    Gao, Yabin
    Li, Hongyi
    Wu, Ligang
    Karimi, Hamid Reza
    Lam, Hak-Keung
    [J]. SIGNAL PROCESSING, 2016, 120 : 409 - 421
  • [2] Stability analysis of interval type-2 fuzzy-model-based control systems
    Lam, H. K.
    Seneviratne, Lakmal D.
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 38 (03): : 617 - 628
  • [3] Model Reduction of Discrete-Time Interval Type-2 T-S Fuzzy Systems
    Zeng, Yi
    Lam, Hak-Keung
    Wu, Ligang
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 26 (06) : 3545 - 3554
  • [4] RELAXED STABILITY CONDITIONS FOR INTERVAL TYPE-2 FUZZY-MODEL-BASED CONTROL SYSTEMS
    Zhao, Tao
    Xiao, Jian
    Ding, Jialin
    Deng, Xuesong
    Wang, Song
    [J]. KYBERNETIKA, 2014, 50 (01) : 46 - 65
  • [5] Passivity and Feedback Passification for Discrete-Time Switched Interval Type-2 Fuzzy Systems
    Zhang, Siyuan
    Zhao, Jun
    [J]. 2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 2460 - 2464
  • [6] Control design for interval type-2 polynomial fuzzy-model-based systems with time-varying delay
    Li, Yuandi
    Lam, Hak-Keung
    Zhang, Lixian
    [J]. IET CONTROL THEORY AND APPLICATIONS, 2017, 11 (14): : 2270 - 2278
  • [7] Relaxed Stability Conditions for Discrete-Time Fuzzy-Model-Based Control Systems
    Wong, Ginny Y.
    Leung, Frank H.
    Lam, Hak-Keung
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009, : 221 - +
  • [8] Interval type-2 fuzzy control for nonlinear discrete-time systems with time-varying delays
    Zhou, Qi
    Liu, Di
    Gao, Yabin
    Lam, Hak-Keung
    Sakthivel, R.
    [J]. NEUROCOMPUTING, 2015, 157 : 22 - 32
  • [9] Static output-feedback control for interval type-2 discrete-time fuzzy systems
    Gao, Yabin
    Li, Hongyi
    Chadli, Mohammed
    Lam, Hak-Keung
    [J]. COMPLEXITY, 2016, 21 (03) : 74 - 88
  • [10] LMI-Based Stability Conditions for Interval Type-2 Fuzzy-Model-Based Control Systems
    Lam, H. K.
    Narimani, Mohammad
    Seneviratne, L. D.
    [J]. IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), 2011, : 298 - 303