Analysis and design of fuzzy control systems using dynamic fuzzy-state space models

Shu-Guang Cao; Neville W. Rees; Gang Feng

doi:10.1109/91.755400

Author(s)

Shu-Guang Cao
Neville W. Rees
Gang Feng

Detail(s)

Original language	English
Pages (from-to)	192-200
Journal / Publication	IEEE Transactions on Fuzzy Systems
Volume	7
Issue number	2
Publication status	Published - Apr 1999
Externally published	Yes

Link(s)

DOI	DOI https://doi.org/10.1109/91.755400 Final Published version
	Check@CityULib
Link to Scopus	https://www.scopus.com/record/display.uri?eid=2-s2.0-0033116716&origin=recordpage
Permanent Link	https://scholars.cityu.edu.hk/en/publications/publication(9b0db5ea-c3b2-4473-80e3-291fa50d30fc).html

Abstract

A discrete-time fuzzy control system which is composed of a dynamic fuzzy model and a fuzzy-state feedback controller is proposed in this paper. Stability of the fuzzy control system is discussed and two sufficient conditions to guarantee the stability of the system are given in terms of uncertain linear system theory. An algorithm is developed to check the stability condition. The controller design method is divided into two procedures, one is to get the state feedback matrix by linear system theory in every local rule map; the other is to determine conditions of global stability by using a nonlinear analysis method. Two examples are used to show the design method.

Citation Format(s)

[ RIS ] [ BibTeX ]

Analysis and design of fuzzy control systems using dynamic fuzzy-state space models. / Cao, Shu-Guang; Rees, Neville W.; Feng, Gang.

In: IEEE Transactions on Fuzzy Systems, Vol. 7, No. 2, 04.1999, p. 192-200.

Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

Cao, S-G, Rees, NW & Feng, G 1999, 'Analysis and design of fuzzy control systems using dynamic fuzzy-state space models', IEEE Transactions on Fuzzy Systems, vol. 7, no. 2, pp. 192-200. https://doi.org/10.1109/91.755400

Cao, S-G., Rees, N. W., & Feng, G. (1999). Analysis and design of fuzzy control systems using dynamic fuzzy-state space models. IEEE Transactions on Fuzzy Systems, 7(2), 192-200. https://doi.org/10.1109/91.755400

Cao S-G, Rees NW, Feng G. Analysis and design of fuzzy control systems using dynamic fuzzy-state space models. IEEE Transactions on Fuzzy Systems. 1999 Apr;7(2):192-200. doi: 10.1109/91.755400

Cao, Shu-Guang ; Rees, Neville W. ; Feng, Gang. / Analysis and design of fuzzy control systems using dynamic fuzzy-state space models. In: IEEE Transactions on Fuzzy Systems. 1999 ; Vol. 7, No. 2. pp. 192-200.