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Title: Actuator Saturation Constrained Fuzzy Control for Discrete Stochastic Fuzzy Systems with Multiplicative Noises
Authors: Wen-Jer Chang;Cheung-Chieh Ku;and Hao-Jie Liang
Contributors: 國立臺灣海洋大學:輪機工程學系
Date: 2013
Issue Date: 2017-01-18T05:50:06Z
Publisher: Mathematical Problems in Engineering
Abstract: Abstract:This paper deals with the fuzzy controller design problem for discrete-time Takagi-Sugeno (T-S) fuzzy systems with multiplicative noises. Using the Lyapunov stability theory and Itô formula, the sufficient conditions are derived to guarantee the stability of the closed-loop nonlinear stochastic systems subject to actuator saturation. Based on the Parallel Distributed Compensation (PDC) concept, the fuzzy controller can be obtained to stabilize the T-S fuzzy models with multiplicative noises by combining the same membership functions of plants and desired state feedback gains. In order to illustrate the availability and practicability of proposed fuzzy controller design approach, the numerical simulations for the nonlinear truck-trailer system are given to demonstrate the applications of this paper.
Relation: 2013, Article ID 732939, pp.1-9
Appears in Collections:[Department of Marine Engineering] Periodical Articles

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