Universal fuzzy models and universal fuzzy controllers based on generalized T-S fuzzy models

Qing Gao; Gang Feng; Xiao Jun Zeng; Yong Wang

doi:10.1109/FUZZ-IEEE.2012.6251268

Universal fuzzy models and universal fuzzy controllers based on generalized T-S fuzzy models

Qing Gao, Gang Feng, Xiao Jun Zeng, Yong Wang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper investigates the universal fuzzy models problem and universal fuzzy controllers problem for discrete-time general nonlinear systems based on a class of generalized T-S fuzzy models. The generalized T-S fuzzy models, which are shown to be universal function approximators, are also proved to be universal fuzzy models for non-affine nonlinear systems under some sufficient conditions. The results of static and dynamic universal fuzzy controllers for two classes of nonlinear systems are then given, respectively, and constructive procedures to obtain the universal fuzzy controllers are also provided. © 2012 IEEE.

Original language	English
Title of host publication	IEEE International Conference on Fuzzy Systems\|IEEE Int Conf Fuzzy Syst
Publisher	IEEE
ISBN (Print)	9781467315067
DOIs	https://doi.org/10.1109/FUZZ-IEEE.2012.6251268
Publication status	Published - 2012
Event	2012 IEEE International Conference on Fuzzy Systems, FUZZ 2012 - Brisbane, QLD Duration: 1 Jul 2012 → …

Conference

Conference	2012 IEEE International Conference on Fuzzy Systems, FUZZ 2012
City	Brisbane, QLD
Period	1/07/12 → …

Keywords

General nonlinear systems
T-S fuzzy models
Universal fuzzy controllers
Universal fuzzy models

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10.1109/FUZZ-IEEE.2012.6251268

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title = "Universal fuzzy models and universal fuzzy controllers based on generalized T-S fuzzy models",

abstract = "This paper investigates the universal fuzzy models problem and universal fuzzy controllers problem for discrete-time general nonlinear systems based on a class of generalized T-S fuzzy models. The generalized T-S fuzzy models, which are shown to be universal function approximators, are also proved to be universal fuzzy models for non-affine nonlinear systems under some sufficient conditions. The results of static and dynamic universal fuzzy controllers for two classes of nonlinear systems are then given, respectively, and constructive procedures to obtain the universal fuzzy controllers are also provided. {\textcopyright} 2012 IEEE.",

keywords = "General nonlinear systems, T-S fuzzy models, Universal fuzzy controllers, Universal fuzzy models",

author = "Qing Gao and Gang Feng and Zeng, {Xiao Jun} and Yong Wang",

year = "2012",

doi = "10.1109/FUZZ-IEEE.2012.6251268",

language = "English",

isbn = "9781467315067",

booktitle = "IEEE International Conference on Fuzzy Systems|IEEE Int Conf Fuzzy Syst",

publisher = "IEEE",

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note = "2012 IEEE International Conference on Fuzzy Systems, FUZZ 2012 ; Conference date: 01-07-2012",

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TY - GEN

T1 - Universal fuzzy models and universal fuzzy controllers based on generalized T-S fuzzy models

AU - Gao, Qing

AU - Feng, Gang

AU - Zeng, Xiao Jun

AU - Wang, Yong

PY - 2012

Y1 - 2012

N2 - This paper investigates the universal fuzzy models problem and universal fuzzy controllers problem for discrete-time general nonlinear systems based on a class of generalized T-S fuzzy models. The generalized T-S fuzzy models, which are shown to be universal function approximators, are also proved to be universal fuzzy models for non-affine nonlinear systems under some sufficient conditions. The results of static and dynamic universal fuzzy controllers for two classes of nonlinear systems are then given, respectively, and constructive procedures to obtain the universal fuzzy controllers are also provided. © 2012 IEEE.

AB - This paper investigates the universal fuzzy models problem and universal fuzzy controllers problem for discrete-time general nonlinear systems based on a class of generalized T-S fuzzy models. The generalized T-S fuzzy models, which are shown to be universal function approximators, are also proved to be universal fuzzy models for non-affine nonlinear systems under some sufficient conditions. The results of static and dynamic universal fuzzy controllers for two classes of nonlinear systems are then given, respectively, and constructive procedures to obtain the universal fuzzy controllers are also provided. © 2012 IEEE.

KW - General nonlinear systems

KW - T-S fuzzy models

KW - Universal fuzzy controllers

KW - Universal fuzzy models

U2 - 10.1109/FUZZ-IEEE.2012.6251268

DO - 10.1109/FUZZ-IEEE.2012.6251268

M3 - Conference contribution

SN - 9781467315067

BT - IEEE International Conference on Fuzzy Systems|IEEE Int Conf Fuzzy Syst

PB - IEEE

T2 - 2012 IEEE International Conference on Fuzzy Systems, FUZZ 2012

Y2 - 1 July 2012

ER -

Universal fuzzy models and universal fuzzy controllers based on generalized T-S fuzzy models

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