Indirect adaptive fuzzy robust control for a class of nonlinear MIMO systems

被引:0
作者
Liu, GR [1 ]
Wan, BW [1 ]
机构
[1] Hunan Inst Engn, Xiangtan 411101, Hunan, Peoples R China
来源
2001 INTERNATIONAL CONFERENCES ON INFO-TECH AND INFO-NET PROCEEDINGS, CONFERENCE A-G: INFO-TECH & INFO-NET: A KEY TO BETTER LIFE | 2001年
关键词
fuzzy control; adaptive control; Nonlinear system; H-infinity control; robust control;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The adaptive fuzzy robust control scheme is proposed by applying "dominant input" concept for a class of unknown nonlinear MIMO systems in this paper The scheme combines adaptive control with H-infinity control and fuzzy logic approximation method It is shown that the proposed scheme guarantees the closed - loop system is globally stable and achieves H-infinity tracking performance index, and the influence of external disturbances and fuzzy logic approximation errors and the cross - coupling of inputs to outputs on the tracking error is attenuated to a prescribed level. Comparing with the design method proposed in [3], the scheme reduces the complexity of the closed - loop system, and simplify the design, and is convenient for engineering application.
引用
收藏
页码:D297 / D302
页数:6
相关论文
共 4 条
  • [1] Anderson B.D., 2007, Optimal control
  • [2] Chen BS, 1996, IEEE T FUZZY SYST, V4, P32, DOI 10.1109/91.481843
  • [3] Fuzzy adaptive control of multivariable nonlinear systems
    Tong, SC
    Tang, JT
    Wang, T
    [J]. FUZZY SETS AND SYSTEMS, 2000, 111 (02) : 153 - 167
  • [4] Stable adaptive fuzzy control of nonlinear systems
    Wang, Li-Xin
    [J]. IEEE Transactions on Fuzzy Systems, 1993, 1 (02) : 146 - 149