Fuzzy control of nonlinear discrete-time systems

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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Author(s)

Detail(s)

Original languageEnglish
Title of host publicationIEEE International Conference on Fuzzy Systems
Pages265-271
Volume1
Publication statusPublished - 1996
Externally publishedYes

Publication series

Name
Volume1

Conference

TitleProceedings of the 1996 5th IEEE International Conference on Fuzzy Systems. Part 1 (of 3)
CityNew Orleans, LA, USA
Period8 - 11 September 1996

Abstract

Fuzzy control has proved to be a successful design methodology for many kinds of nonlinear systems. The essential characteristics of fuzzy control are first analyzed in this paper. The fuzzy controller design methods can be considered as the local design methods. When a nonlinear system is given is it possible to design a fuzzy control system to stabilize this nonlinear system by the local design methods? In this paper we try to answer this question by proving some universal approximation theorem, stability theorem and universal fuzzy controller theorems for a class of nonlinear systems which can be represented by a set of linear systems on a set of local regions. Furthermore we propose a constructive procedure to obtain the fuzzy controllers for this class of nonlinear systems.

Citation Format(s)

Fuzzy control of nonlinear discrete-time systems. / Cao, S. G.; Rees, N. W.; Feng, G.
IEEE International Conference on Fuzzy Systems. Vol. 1 1996. p. 265-271.

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review