Extending covariance control for a class of discrete fuzzy stochastic systems

Author

Chang, Wen-Jer ; Shing, Chong-Cheng

Author_Institution

Dept. of Marine Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan

Volume

1

fYear

2002

fDate

6/24/1905 12:00:00 AM

Firstpage

558

Lastpage

563

Abstract

Subject to assign a common covariance matrix, the motivation of this paper is to find discrete fuzzy controllers for discrete Takagi-Sugeno (T-S) fuzzy stochastic systems. The approach developed in this paper is based on the concept of parallel distributed compensation (PDC). For each rule of the discrete Takagi-Sugeno fuzzy stochastic model, it shows how to parameterize the static linear feedback control gain to achieve a common covariance matrix for each subsystem

Keywords

compensation; covariance matrices; discrete systems; distributed control; feedback; fuzzy control; linear systems; stochastic systems; PDC; common covariance matrix; covariance control; discrete T-S fuzzy stochastic systems; discrete Takagi-Sugeno fuzzy stochastic systems; discrete fuzzy controllers; discrete fuzzy stochastic systems; parallel distributed compensation; static linear feedback control gain; Control systems; Covariance matrix; Fuzzy control; Fuzzy sets; Fuzzy systems; Nonlinear systems; Oceans; Stability; Stochastic systems; Takagi-Sugeno model;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on

Conference_Location

Honolulu, HI

Print_ISBN

0-7803-7280-8

Type

conf

DOI

10.1109/FUZZ.2002.1005051

Filename

1005051