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A Switched System Approach to Exponential Stabilization of Sampled-Data T-S Fuzzy Systems With Packet Dropouts
- Source :
- IEEE transactions on cybernetics. 46(12)
- Publication Year :
- 2015
-
Abstract
- This paper investigates the problem of exponential stabilization for sampled-data Takagi–Sugeno (T–S) fuzzy control systems with packet dropouts. An input delay approach is adopted to model the sample-and-hold behavior with a time-varying delayed control input, and a switched system approach is proposed to model the data-missing phenomenon. On this basis, the sampled-data T–S fuzzy control system with packet dropouts is modeled as a switched T–S fuzzy system with time-varying delay. The objective is to design a sampled-data fuzzy controller to guarantee the exponential stability of the resulting closed-loop system. Based on a new piecewise time-dependent Lyapunov functional, a novel sufficient condition is derived for the existence of exponentially stabilizing sampled-data fuzzy controllers. All the solutions to the problem are formulated in the form of linear matrix inequalities. Finally, two simulation examples are provided to illustrate the effectiveness of the proposed methods.
- Subjects :
- 0209 industrial biotechnology
Basis (linear algebra)
Network packet
02 engineering and technology
Fuzzy control system
Fuzzy logic
Computer Science Applications
Human-Computer Interaction
020901 industrial engineering & automation
Exponential stability
Exponential growth
Control and Systems Engineering
Control theory
0202 electrical engineering, electronic engineering, information engineering
Piecewise
020201 artificial intelligence & image processing
Electrical and Electronic Engineering
Software
Elektrotechnik
Information Systems
Mathematics
Subjects
Details
- ISSN :
- 21682275
- Volume :
- 46
- Issue :
- 12
- Database :
- OpenAIRE
- Journal :
- IEEE transactions on cybernetics
- Accession number :
- edsair.doi.dedup.....6c7f5fc4632abeb33431a34e9bbe7bce