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Event-Triggered Fuzzy Control of Repeated Scalar Nonlinear Systems and its Application to Chua’s Circuit System
- Source :
- IEEE Transactions on Circuits and Systems I: Regular Papers. 67:5347-5357
- Publication Year :
- 2020
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2020.
-
Abstract
- This paper addresses the problem of event-triggered $\mathcal {H}_{\infty }$ control for continuous Takagi-Sugeno fuzzy systems with repeated scalar nonlinearities. A feasible stability solution is first proposed based on the fuzzy-rule-dependent Lyapunov functional methods and positive definite diagonally dominant matrix techniques, which not only reduces the conservativeness of the resulting closed-loop dynamic system, but also ensures the concerned fuzzy system is asymptotically stable with a specified $\mathcal {H}_{\infty }$ disturbance attenuation performance. Then, sufficient conditions are presented for the existence of admissible state-feedback controller, and the cone complementarity linearization approach is employed to convert the non-convex feasibility problem into a sequential minimization one subject to linear matrix inequalities, which can be validly solved by employing standard numerical software. In the end, a numerical example and a Chua’s chaotic circuit system are provided to show the applicability of the proposed theories.
- Subjects :
- Chua's circuit
020208 electrical & electronic engineering
Scalar (mathematics)
02 engineering and technology
Fuzzy control system
Positive-definite matrix
Nonlinear system
Linearization
Stability theory
0202 electrical engineering, electronic engineering, information engineering
Applied mathematics
020201 artificial intelligence & image processing
Electrical and Electronic Engineering
Mathematics
Diagonally dominant matrix
Subjects
Details
- ISSN :
- 15580806 and 15498328
- Volume :
- 67
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Circuits and Systems I: Regular Papers
- Accession number :
- edsair.doi...........3de42dcfd80a7fc1dea3fd9752b69247