Title :
Event-triggered H∞ filtering for networked Takagi–Sugeno fuzzy systems with asynchronous constraints
Author :
Jin Zhang ; Chen Peng
Author_Institution :
Shanghai Key Lab. of Power Station Autom. Technol., Shanghai Univ., Shanghai, China
Abstract :
This paper addresses event-triggered H∞ filtering for networked Takagi-Sugeno fuzzy systems with the asynchronous constraints of the membership functions. First, an event-triggered communication (ETC) scheme is proposed to trigger the transmission only when the variation of the sampled vector exceeds a prescribed threshold condition. Second, a model of fuzzy filtering error system is built under consideration of the ETC scheme, asynchronous premise and communication delay in a unified framework. Then, less conservative criteria on H∞ filtering analysis and design are derived by making use of the re-constructed asynchronous premises. Finally, two examples are used to show the effectiveness of the proposed method.
Keywords :
filtering theory; fuzzy systems; signal reconstruction; telecommunication networks; vectors; ETC scheme; asynchronous constraint; communication delay; event-triggered H∞ filtering; event-triggered communication scheme; membership function; networked Takagi-Sugeno fuzzy filtering error system; reconstructed asynchronous premise; vector;
Journal_Title :
Signal Processing, IET
DOI :
10.1049/iet-spr.2014.0319