Input-Output Finite-Time Stabilization of T-S Fuzzy Systems Through Quantized Control Strategy

被引:13
|
作者
Kaviarasan, Boomipalagan [1 ]
Kwon, Oh-Min [1 ]
Park, Myeong Jin [2 ]
Sakthivel, Rathinasamy [3 ,4 ]
机构
[1] Chungbuk Natl Univ, Sch Elect Engn, Cheongju 28644, South Korea
[2] Kyung Hee Univ, Ctr Global Converging Humanities, Yongin 17104, South Korea
[3] Bharathiar Univ, Dept Appl Math, Coimbatore 641046, Tamil Nadu, India
[4] Sungkyunkwan Univ, Dept Math, Suwon 440746, South Korea
基金
新加坡国家研究基金会;
关键词
Fuzzy systems; Stability criteria; Asymptotic stability; Quantization (signal); Symmetric matrices; Delays; Thermal stability; Input-output finite-time stability; quantization; state feedback control; Takagi-Sugeno (T-S) fuzzy systems; DEPENDENT STABILITY ANALYSIS; LINEAR-SYSTEMS; VARYING DELAY; DESIGN;
D O I
10.1109/TFUZZ.2021.3119114
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The issues of input-output finite-time stability and stabilization of Takagi-Sugeno (T-S) fuzzy systems with time-varying state delay and exogenous input signal are studied in this article. For the stabilization process, a controller that does not share the same membership functions as the system is considered and the state feedback is quantized by using a logarithmic quantizer. The desired stability criterion for the addressed fuzzy system is first derived without the control term. It is then extended to the case in which the proposed controller is present. The stability criteria are given in the form of matrix inequalities, which are supported by the augmented Lyapunov-Krasovskii functional, generalized free-weighting-matrix approach and Finsler's lemma. Moreover, as a special case, an asymptotic stability criterion is obtained and used in a comparative study. As a result, the time-delay interval is much larger than some of the works published very recently, which is due to the augmented Lyapunov-Krasovskii functional construction. In addition, the effectiveness and practicability of the theoretical findings are validated with simulation examples.
引用
收藏
页码:3589 / 3600
页数:12
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