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Mixed H∞ and passive filtering for switched Takagi-Sugeno fuzzy systems with average dwell time.

Authors :
Zheng, Qunxian
Zhang, Hongbin
Source :
ISA Transactions; Apr2018, Vol. 75, p52-63, 12p
Publication Year :
2018

Abstract

This paper investigates the mixed H ∞ and passive filtering problem for switched Takagi-Sugeno (T-S) fuzzy systems with average dwell time (ADT) in both continuous-time and discrete-time contexts. To deal with this problem, a new performance index is proposed for switched systems. This new performance index can be viewed as the mixed weighted H ∞ and passivity performance index. Based on this new performance index, the weighted H ∞ filtering problem and the passive filtering problem for switched T-S fuzzy systems can be solved in a unified framework. Combining the multiple Lyapunov functions approach with a matrix decoupling technique, new sufficient conditions for the existence of mixed weighted H ∞ and passive filters are obtained for switched T-S fuzzy systems. All these conditions are expressed in terms of linear matrix inequalities (LMIs). The desired filters can be constructed by solving these LMIs. Finally, numerical examples and practical examples are provided. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00190578
Volume :
75
Database :
Supplemental Index
Journal :
ISA Transactions
Publication Type :
Academic Journal
Accession number :
128741615
Full Text :
https://doi.org/10.1016/j.isatra.2018.02.014