On the persistency of excitation in fuzzy systems

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

1 Scopus Citations
View graph of relations

Author(s)

Detail(s)

Original languageEnglish
Title of host publicationIEEE International Conference on Fuzzy Systems
Pages824-827
Volume2
Publication statusPublished - 1996
Externally publishedYes

Publication series

Name
Volume2

Conference

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

Abstract

Fuzzy systems have been developed for more than two decades. Recently there appeared a number of results of fuzzy systems regarding to modelling and identification. Making use of the property that the consequence parameters are linear in fuzzy systems, recursive least squares algorithms are commonly adopted for training or adaptation of fuzzy systems. The condition for convergence of the parameters requires that the regressor vector is persistently exciting. This paper aims to show persistency of excitation in fuzzy systems.

Citation Format(s)

On the persistency of excitation in fuzzy systems. / Chak, Ch K.; Feng, G.; Cao, S. G.

IEEE International Conference on Fuzzy Systems. Vol. 2 1996. p. 824-827.

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review