Title
Event-based robust H∞ filtering for affine fuzzy systems.
Abstract
This paper investigates the event-based robust H∞ filter design problem for a class of nonlinear systems described by affine fuzzy models. Different from the existing results, an event-triggered scheme is introduced to reduce the burden of the communication by judging whether the data transmitted condition is satisfied or not. Under this scheme, the premise variables of fuzzy model and filter to be designed are unsynchronized, which will lead to the plant and the filter cannot always evolve in the same region at the same time. To solve this problem, a novel fuzzy-basis-dependent nonsynchronized H∞ filter is proposed by using the piecewise quadratic Lyapunov functions and the S-procedure technique. Finally, a numerical example illustrates the effectiveness of the proposed method.
Year
DOI
Venue
2017
10.1016/j.fss.2017.04.001
Fuzzy Sets and Systems
Keywords
Field
DocType
Affine fuzzy systems,Event-triggered scheme,H∞ filtering,Piecewise Lyapunov function
Affine transformation,Discrete mathematics,Fuzzy model,Nonlinear system,Control theory,Fuzzy logic,Filter (signal processing),Fuzzy control system,Piecewise,Mathematics,Filter design
Journal
Volume
Issue
ISSN
329
C
0165-0114
Citations 
PageRank 
References 
1
0.35
24
Authors
3
Name
Order
Citations
PageRank
Yan Liu124173.08
Guang-Hong Yang23150212.39
Xiao-Jian Li326413.82