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Please use this identifier to cite or link to this item: http://ntour.ntou.edu.tw:8080/ir/handle/987654321/26202

Title: Discrete Fuzzy Covariance Control for Specified Decay Rate
Authors: W.-J. Chang;C.-C. Shing
Contributors: 國立臺灣海洋大學:輪機工程學系
Keywords: covariance control;stochastic systems;fuzzy control;Takagi-Sugeno fuzzy model
Date: 2005
Issue Date: 2011-10-20T08:34:26Z
Publisher: International Journal of Systems Science
Abstract: Abstract:This paper addresses the covariance control problem with decay rate for a class of nonlinear discrete stochastic systems using the Takagi-Sugeno (T-S) fuzzy models. A methodology is developed to find the discrete fuzzy controllers for achieving individual state variance constraints of discrete T-S fuzzy stochastic models. The approach developed in this paper is based on the concept of parallel distributed compensation (PDC) and covariance control. For each rule of the discrete T-S fuzzy model, it shows how to parameterize the static linear state feedback control gains to achieve a common covariance matrix and decay rate for each subsystem. Finally, a numerical example is provided to verify the effects of the proposed design method.
Relation: 36(4), pp.201-208
URI: http://ntour.ntou.edu.tw/handle/987654321/26202
Appears in Collections:[輪機工程學系] 期刊論文

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