Lyapunov-like stability theorems for continuous-time fuzzy control systems

S. G. CAO; N. W. REES; G. FENG

doi:10.1080/002071798222929

Author(s)

S. G. CAO
N. W. REES
G. FENG

Detail(s)

Original language	English
Pages (from-to)	49-64
Journal / Publication	International Journal of Control
Volume	69
Issue number	1
Publication status	Published - 1998
Externally published	Yes

Link(s)

DOI	DOI https://doi.org/10.1080/002071798222929 Final Published version
	Check@CityULib
Link to Scopus	https://www.scopus.com/record/display.uri?eid=2-s2.0-0031649012&origin=recordpage
Permanent Link	https://scholars.cityu.edu.hk/en/publications/publication(4ccf8b10-f9dd-4180-8d97-502c13049d04).html

Abstract

The essential characteristics of fuzzy logic control are analysed in this paper. The locality of fuzzy control and the interpolation among fuzzy rules may be the most important characteristics of fuzzy control systems. Based on these two characteristics a new Lyapunov-like stability analysis approach is developed for both Mamdani and Takagi-Sugeno type fuzzy control systems. In this approach we apply the theory of generalized dynamical systems and contingent equations. Thus, the method can be used for both model-free and model-based fuzzy controller designs. Finally, an example is given to illustrate the application of the method.

Citation Format(s)

[ RIS ] [ BibTeX ]

Lyapunov-like stability theorems for continuous-time fuzzy control systems. / CAO, S. G.; REES, N. W.; FENG, G.

In: International Journal of Control, Vol. 69, No. 1, 1998, p. 49-64.

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

CAO, SG, REES, NW & FENG, G 1998, 'Lyapunov-like stability theorems for continuous-time fuzzy control systems', International Journal of Control, vol. 69, no. 1, pp. 49-64. https://doi.org/10.1080/002071798222929

CAO, S. G., REES, N. W., & FENG, G. (1998). Lyapunov-like stability theorems for continuous-time fuzzy control systems. International Journal of Control, 69(1), 49-64. https://doi.org/10.1080/002071798222929

CAO SG, REES NW, FENG G. Lyapunov-like stability theorems for continuous-time fuzzy control systems. International Journal of Control. 1998;69(1):49-64. doi: 10.1080/002071798222929

CAO, S. G. ; REES, N. W. ; FENG, G. / Lyapunov-like stability theorems for continuous-time fuzzy control systems. In: International Journal of Control. 1998 ; Vol. 69, No. 1. pp. 49-64.