4.6 Article

Dissipativity-Based Control for Fuzzy Systems With Asynchronous Modes and Intermittent Measurements

Journal

IEEE TRANSACTIONS ON CYBERNETICS
Volume 50, Issue 6, Pages 2389-2399

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCYB.2018.2887060

Keywords

Hidden Markov models; Output feedback; Switched systems; Switches; Symmetric matrices; Stochastic processes; Asynchronous output feedback control; fuzzy switched systems; hidden Markov model (HMM); intermittent measurements

Funding

  1. Zhejiang Provincial Natural Science Foundation of China [LR16F030001]

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In this paper, the problem of asynchronous output feedback control is investigated for a class of Takagi-Sugeno fuzzy switched systems subject to intermittent measurements. The Bernoulli process is employed to model the phenomenon of stochastic intermittent measurements. Based on the hidden Markov model and output measurements, an asynchronous controller is designed. Then, sufficient conditions for the existence of an asynchronous controller are proposed, which ensure the stochastic stability of the closed-loop system with desired extended dissipative performance. Finally, an example is presented to illustrate the effectiveness and advantages of the proposed new design techniques.

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