UM  > 科技學院  > 電腦及資訊科學系
Model Approximation for Fuzzy Switched Systems with Stochastic Perturbation
Su X.; Wu L.; Shi P.; Chen C.L.P.
2015
Source PublicationIEEE Transactions on Fuzzy Systems
ISSN10636706
Volume23Issue:5Pages:1458
AbstractIn this paper, the model approximation problem is investigated for a Takagi-Sugeno fuzzy switched system with stochastic disturbance. For a high-order considered system, our attention is focused on the construction of a reduced-order model, which not only approximates the original system well with a Hankel-norm performance but translates it into a lower dimensional fuzzy switched system as well. By using the average dwell time approach and the piecewise Lyapunov function technique, a sufficient condition is first proposed to guarantee the mean-square exponential stability with a Hankel-norm error performance for the error system. The model approximation is then converted into a convex optimization problem by using a linearization procedure. Finally, simulations are provided to illustrate the effectiveness of the proposed theory. © 2014 IEEE.
KeywordFuzzy systems Hankel-norm performance model approximation stochastic systems switched systems
DOI10.1109/TFUZZ.2014.2362153
URLView the original
Language英语
The Source to ArticleScopus
Fulltext Access
Citation statistics
Cited Times [WOS]:161   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Recommended Citation
GB/T 7714
Su X.,Wu L.,Shi P.,et al. Model Approximation for Fuzzy Switched Systems with Stochastic Perturbation[J]. IEEE Transactions on Fuzzy Systems,2015,23(5):1458.
APA Su X.,Wu L.,Shi P.,&Chen C.L.P..(2015).Model Approximation for Fuzzy Switched Systems with Stochastic Perturbation.IEEE Transactions on Fuzzy Systems,23(5),1458.
MLA Su X.,et al."Model Approximation for Fuzzy Switched Systems with Stochastic Perturbation".IEEE Transactions on Fuzzy Systems 23.5(2015):1458.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Su X.]'s Articles
[Wu L.]'s Articles
[Shi P.]'s Articles
Baidu academic
Similar articles in Baidu academic
[Su X.]'s Articles
[Wu L.]'s Articles
[Shi P.]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Su X.]'s Articles
[Wu L.]'s Articles
[Shi P.]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.