Fuzzy control of nonlinear discrete-time systems
Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Author(s)
Detail(s)
| Original language | English |
|---|---|
| Title of host publication | IEEE International Conference on Fuzzy Systems |
| Pages | 265-271 |
| Volume | 1 |
| Publication status | Published - 1996 |
| Externally published | Yes |
Publication series
| Name | |
|---|---|
| Volume | 1 |
Conference
| Title | Proceedings of the 1996 5th IEEE International Conference on Fuzzy Systems. Part 1 (of 3) |
|---|---|
| City | New Orleans, LA, USA |
| Period | 8 - 11 September 1996 |
Link(s)
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 Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
