An SOS-Based Sliding Mode Controller Design for a Class of Polynomial Fuzzy Systems

被引:6
|
作者
Zhang, Huaguang [1 ]
Wang, Yingying [1 ,2 ]
Zhang, Jianyu [1 ,2 ]
Wang, Yingchun [1 ]
机构
[1] Northeastern Univ, Sch Informat Sci & Engn, Shenyang 110004, Liaoning, Peoples R China
[2] Shenyang Univ Technol, Sch Sci, Shenyang 110870, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Polynomial fuzzy system (PFS); sliding mode control (SMC); sum of squares (SOS); vector integral sliding mode surface (VISMS); TIME-VARYING DELAY; STABILITY ANALYSIS;
D O I
10.1109/TFUZZ.2018.2868903
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 investigates the problem of designing a robust controller for continuous polynomial fuzzy systems with external disturbances. The input matrix B-i (x) of the considered system is not equal to one another. To solve this problem, first, we rewrite every column vector of input matrix B-i(x) using the vectors of the basis matrix B(x). Second, by use of the column vector of B(x), the subsliding mode surface s(p) (t) is designed. Based on the rewritten system, a novel sliding mode surface s(t) is devised. The sliding mode surface parameter matrix can be characterized in terms of the solution of the provided sum of squares conditions. Then, a sliding mode controller is proposed to stabilize the considered system. It could make the state of the considered system drive onto s(t) and avoid the state escaping from the surface in the subsequent time. A lemma is provided to obtain the final result. Finally, practical and numerical examples are provided to demonstrate the validity of the proposed approach.
引用
收藏
页码:749 / 759
页数:11
相关论文
共 50 条
  • [1] An SOS-based Observer Design for Polynomial Fuzzy Systems
    Tanaka, Kazuo
    Ohtake, Hiroshi
    Seo, Toshiaki
    Wang, Hua O.
    [J]. 2011 AMERICAN CONTROL CONFERENCE, 2011, : 4953 - 4958
  • [2] Polynomial fuzzy controller design with disturbance observer using the SOS-based approach
    Han, Hugang
    Higaki, Yuta
    [J]. IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2015, 10 (04) : 458 - 464
  • [3] The H∞ Design of SOS-Based Fuzzy Controller for Synchronization of Chaotic Systems
    Yu, Gwo-Ruey
    Chang, Chih-Heng
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2017, : 3311 - 3316
  • [4] The SOS-based Extended Design of Polynomial Fuzzy Control
    Yu, Gwo-Ruey
    Huang, Lun-Wei
    Cheng, Chih-Yung
    [J]. PROCEEDINGS 2012 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2012, : 2463 - 2468
  • [5] An SOS-Based Observer Design for Discrete-Time Polynomial Fuzzy Systems
    Yingying Wang
    Huaguang Zhang
    Jianyu Zhang
    Yingchun Wang
    [J]. International Journal of Fuzzy Systems, 2015, 17 : 94 - 104
  • [6] An SOS-Based Observer Design for Discrete-Time Polynomial Fuzzy Systems
    Wang, Yingying
    Zhang, Huaguang
    Zhang, Jianyu
    Wang, Yingchun
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2015, 17 (01) : 94 - 104
  • [7] An SOS-based stable control of polynomial discrete fuzzy systems
    Tanaka, Kazuo
    Ohtake, Hiroshi
    Wang, Hua O.
    [J]. 2008 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2008, : 4875 - +
  • [8] A Novel Sliding Mode Control for a Class of Stochastic Polynomial Fuzzy Systems Based on SOS Method
    Zhang, Huaguang
    Wang, Yingying
    Wang, Yingchun
    Zhang, Jianyu
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2020, 50 (03) : 1037 - 1046
  • [9] An SOS-Based Control Lyapunov Function Design for Polynomial Fuzzy Control of Nonlinear Systems
    Furqon, Radian
    Chen, Ying-Jen
    Tanaka, Motoyasu
    Tanaka, Kazuo
    Wang, Hua O.
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2017, 25 (04) : 775 - 787
  • [10] SOS-based Stability Analysis of Polynomial Fuzzy Control Systems via Polynomial Membership Functions
    Narimani, Mohammand
    Lam, H. K.
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 3011 - 3016