Stabilization of Chaotic Systems With T-S Fuzzy Model and Nonuniform Sampling: A Switched Fuzzy Control Approach

被引:59
|
作者
Wang, Xin [1 ]
Park, Ju H. [2 ]
She, Kun [1 ]
Zhong, Shouming [3 ]
Shi, Lin [4 ]
机构
[1] Univ Elect Sci & Technol China, Sch Informat & Software Engn, Chengdu 610054, Sichuan, Peoples R China
[2] Yeungnam Univ, Dept Elect Engn, Gyongsan 38541, South Korea
[3] Univ Elect Sci & Technol China, Sch Math Sci, Chengdu 611731, Sichuan, Peoples R China
[4] Southwest Jiaotong Univ, Sch Math, Chengdu 610031, Sichuan, Peoples R China
基金
中国国家自然科学基金; 新加坡国家研究基金会;
关键词
Chaotic system (CS); fuzzy membership functions (FMFs); fuzzy sampled-data control; Takagi-Sugeno (T-S) fuzzy models; STABILITY ANALYSIS; LINEAR-SYSTEMS; ADAPTIVE SYNCHRONIZATION; NONLINEAR-SYSTEMS; MATRIX;
D O I
10.1109/TFUZZ.2018.2876651
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper studies the problems of stability and stabilization of a class of chaotic systems (CSs) with Takagi-Sugeno fuzzy model and nonuniform sampling. It designs a fuzzy sampled-data protocol based on a switched idea to tackle the stability issue of such systems. Novel criteria on stabilization of CSs are established by employing a fuzzy membership function (FMF)-dependent Lyapunov functional and the information of the time derivative of FMFs, which significantly utilize the available characteristics of the actual sampling pattern and FMFs simultaneously. Unlike the existing works, a larger sampling interval is obtained by this new approach. A simulation example on chaotic Rossler's system is employed to demonstrate the superiority and reduced conservatism of the proposed method.
引用
收藏
页码:1263 / 1271
页数:9
相关论文
共 50 条
  • [1] Filtering of T-S Fuzzy Systems With Nonuniform Sampling
    Tao, Jie
    Lu, Renquan
    Su, Hongye
    Wu, Zheng-Guang
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 48 (12): : 2442 - 2450
  • [2] A New Fuzzy Impulsive Control of Chaotic Systems Based on T-S Fuzzy Model
    Liu, Yang
    Zhao, Shouwei
    Lu, Jianquan
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2011, 19 (02) : 393 - 398
  • [3] Stabilization of T-S fuzzy systems: An SOS approach
    Zhang, Daqing
    Zhang, Qingling
    Zhang, Yan
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2008, 4 (09): : 2273 - 2283
  • [4] Sampled-Data Fuzzy Control of Chaotic Systems Based on a T-S Fuzzy Model
    Wu, Zheng-Guang
    Shi, Peng
    Su, Hongye
    Chu, Jian
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 22 (01) : 153 - 163
  • [5] Sampled-data stabilization of chaotic systems based on a T-S fuzzy model
    Zeng, Hong-Bing
    Teo, Kok Lay
    He, Yong
    Wang, Wei
    [J]. INFORMATION SCIENCES, 2019, 483 : 262 - 272
  • [6] Stabilization and Separation Principle of Networked Control Systems Using the T-S Fuzzy Model Approach
    Li, Hongbo
    Wu, Ligang
    Li, Juntao
    Sun, Fuchun
    Xia, Yuanqing
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2015, 23 (05) : 1832 - 1843
  • [7] Impulsive control for T-S fuzzy model-based chaotic systems
    Zhong, Qishui
    Bao, Jingfu
    Yu, Yongbin
    Liao, Xiaofeng
    [J]. MATHEMATICS AND COMPUTERS IN SIMULATION, 2008, 79 (03) : 409 - 415
  • [8] Stabilization of a Polynomial Chaotic System Based on T-S Fuzzy Model
    Sun, Changchun
    Zhu, Baoyan
    Xu, Qicheng
    Ai, Ying
    [J]. PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 1071 - 1075
  • [9] T-S fuzzy modeling and control for Nadolschi chaotic systems
    Zhao, Yan
    Zhang, Hua-Guang
    [J]. Dongbei Daxue Xuebao/Journal of Northeastern University, 2007, 28 (05): : 617 - 619
  • [10] Stabilizing switched T-S fuzzy systems using a fuzzy Lyapunov function approach
    Faria, Flavio A.
    Valentino, Michele C.
    Oliveira, Vilma A.
    [J]. 2013 EUROPEAN CONTROL CONFERENCE (ECC), 2013, : 4305 - 4310