ADAPTIVE CONTROL OF T-S FUZZY SYSTEMS WITH MARKOV SWITCHING PARAMETERS THROUGH OBSERVER-BASED SLIDING MODE APPROACH

被引:4
|
作者
Liu, Qi [1 ]
Yang, Jingxuan [1 ]
Jiang, Baoping [1 ]
Wu, Zhengtian [1 ]
Zhang, Xin [1 ]
机构
[1] Suzhou Univ Sci & Technol, Sch Elect & Informat Engn, Suzhou, Peoples R China
来源
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S | 2023年 / 16卷 / 07期
基金
中国博士后科学基金;
关键词
adaptive control; sliding mode control; observer design; T-S fuzzy systems; JUMP SYSTEMS; NONLINEAR-SYSTEMS; STABILIZATION; DESIGN;
D O I
10.3934/dcdss.2023111
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper addresses the problem of observer-based adaptive slid-ing mode control (SMC) for nonlinear Markov jump systems (MJSs), using a Takagi-Sugeno (T-S) fuzzy model with the premise variables of fuzzy rules depend on system state. Firstly, an integral sliding surface is designed based on fuzzy observer system; Secondly, sufficient conditions for stochastic stabil-ity and H infinity perturbation attenuate level are provided for the obtained sliding mode dynamics and error systems using linear matrix inequality techniques. Furthermore, an adaptive SMC law is combined with the observed state vari-ables to ensure finite time reachability of the sliding surface. Lastly, the theory is validated with simulations based on a practical example.
引用
收藏
页码:1980 / 1995
页数:16
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