Filtering of T-S Fuzzy Systems With Nonuniform Sampling

• Published in: IEEE transactions on systems, man, and cybernetics. Systems Vol. 48; no. 12; pp. 2442 - 2450
• Main Authors: Tao, Jie, Lu, Renquan, Su, Hongye, Wu, Zheng-Guang
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.12.2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Bandwidth; Control charts; Dissipativity; Filter design (mathematics); Filtration; Fuzzy systems; Hidden Markov models; hidden Markovian jump systems; Linear matrix inequalities; Markov chains; Markov processes; Mathematical analysis; Matrix methods; mode synchronization rate; Nonlinear systems; Nonuniform sampling; Performance indices; Sampling; Stability augmentation; Synchronism; System performance; Takagi–Sugeno (T–S) fuzzy systems

The problem of asynchronous filtering of nonlinear systems is investigated in this paper. To facilitate analysis, a discrete-time Takagi-Sugeno fuzzy model with a fast and uniform period is introduced to approximate continuous nonlinear systems. A slow and nonuniform sampler between system and filte...