Feedback stabilization of fuzzy systems via linear matrix inequalities

被引:13
作者
Feng, M [1 ]
Harris, CJ [1 ]
机构
[1] Univ Southampton, Dept Elect & Comp Sci, Image Speech & Intelligent Syst Res Grp, Southampton SO17 1BJ, Hants, England
关键词
D O I
10.1080/002077201750053100
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 considers the problem of designing robust feedback stabilization controller for a class of fuzzy systems. Based on piecewise Lyapunov functions, new design techniques for state feedback and output feedback controllers are proposed. The resultant controller is robust against measurement and modelling perturbations. The design conditions are non-conservative, and the design process is easy to construct by using commercially supported linear matrix inequalities software packages.
引用
收藏
页码:221 / 231
页数:11
相关论文
共 11 条
  • [1] Boyd S., 1994, LINEAR MATRIX INEQUA, DOI https://doi.org/10.1109/jproc.1998.735454
  • [2] Analysis and design for a class of complex control systems .2. Fuzzy controller design
    Cao, SG
    Rees, NW
    Feng, G
    [J]. AUTOMATICA, 1997, 33 (06) : 1029 - 1039
  • [3] FENG M, IN PRESS IEEE T SYST
  • [4] Gahinet P., 1995, LMI Control Toolbox
  • [5] Kiriakidis K, 1999, INT J CONTROL, V72, P676, DOI 10.1080/002071799220858
  • [6] Robust stabilization of a class of uncertain nonlinear systems via fuzzy control: Quadratic stabilizability, H-infinity control theory, and linear matrix inequalities
    Tanaka, K
    Ikeda, T
    Wang, HO
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1996, 4 (01) : 1 - 13
  • [7] STABILITY ANALYSIS AND DESIGN OF FUZZY CONTROL-SYSTEMS
    TANAKA, K
    SUGENO, M
    [J]. FUZZY SETS AND SYSTEMS, 1992, 45 (02) : 135 - 156
  • [8] TANAKA K, 1985, IEEE T SYST MAN CYB, V15, P116, DOI DOI 10.1109/TSMC.1985.6313399
  • [9] An approach to fuzzy control of nonlinear systems: Stability and design issues
    Wang, HO
    Tanaka, K
    Griffin, MF
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1996, 4 (01) : 14 - 23
  • [10] FUZZY BASIS FUNCTIONS, UNIVERSAL APPROXIMATION, AND ORTHOGONAL LEAST-SQUARES LEARNING
    WANG, LX
    MENDEL, JM
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1992, 3 (05): : 807 - 814