Title :
Fuzzy H∞ filtering for nonlinear networked systems with multiple stochastic time-varying delays, packet dropouts and sensor saturation
Author :
Xiaoli, Xu ; Huaicheng, Yan ; Hao, Zhang ; Hongbo, Shi
Author_Institution :
Key Laboratory of Advanced Control and Optimization for Chemical Process of Ministry of Education; School of information Science and Engineering, East China University of Science and Technology, Shanghai 200237, China
Abstract :
This paper investigates the problem of H∞ filter design for a class of nonlinear networked system based on T-S fuzzy model. Multiple stochastic time-varying delays and some incomplete information are considered simultaneously. Incomplete information includes randomly occurring sensor saturation and packet dropouts. Stochastic time-varying delays are depicted as a sequence of stochastic and independent variables, which take values on 0 and 1. Two sets of Bernoulli distributed white noises are introduced to describe randomly occurring sensor saturation and packet dropouts. System conservatism is reduced due to introduce an approach of piecewise quadratic Lyapunov function. By solving a set of linear matrix inequalities(LMIs), the filter parameters are obtained. Finally, a simulation example is provided to illustrate the effectiveness of the proposed filter design approach.
Keywords :
Delays; Fuzzy systems; Linear matrix inequalities; Lyapunov methods; Stochastic processes; White noise; H∞ filtering; multiple time-varying delays; packet dropouts; piecewise quadratic Lyapunov function; randomly occurring sensor saturation;
Conference_Titel :
Control Conference (CCC), 2015 34th Chinese
Conference_Location :
Hangzhou, China
DOI :
10.1109/ChiCC.2015.7260690