Fuzzy Energy-to-Peak Filtering for Continuous-Time Nonlinear Singular System

被引:57
作者
Chang, Xiao-Heng [1 ,2 ]
Qiao, Ming-Yang [1 ,2 ]
Zhao, Xudong [3 ]
机构
[1] Bohai Univ, Coll Control Sci, Jinzhou 121013, Peoples R China
[2] Bohai Univ, Inst Automat, Jinzhou 121013, Peoples R China
[3] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Liaoning, Peoples R China
关键词
Fuzzy logic; Fuzzy systems; Mathematical model; Performance analysis; Linear systems; Linear matrix inequalities; Periodic structures; continuous-time system; energy-to-peak (E2P) filtering; Nonlinear singular system; Takagi-Sugeno (T-S) fuzzy system; ORDER H-INFINITY; STABILITY; DESIGN;
D O I
10.1109/TFUZZ.2021.3080978
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article studies the energy-to-peak filter design problem for the continuous-time nonlinear singular system. A Takagi-Sugeno fuzzy model is constructed to represent the nonlinear plant. The article focuses on the fuzzy filter design for singular system, such that the formulated filtering error system is admissible (regular, impulse-free, and stable) and ensures the corresponding filtering performance in the singular system. By introducing a novel Lyapunov function, design conditions of the fuzzy filter for the continuous-time singular system are proposed in the light of linear matrix inequalities representations. Finally, a practical example and the relevant simulation results are provided to demonstrate the effectiveness and feasibility of the proposed energy-to-peak filter design approach.
引用
收藏
页码:2325 / 2336
页数:12
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