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Piecewise H infinity: controller design of discrete time fuzzy systems
1School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, 2052 Australia. L.Wang@ee.unsw.edu.au
Summary
This study introduces a novel H infinity controller for discrete time fuzzy systems using piecewise Lyapunov functions, ensuring global stability and disturbance attenuation. The method relies on solving linear matrix inequalities for practical implementation.
Area of Science:
- Control Systems Engineering
- Fuzzy Logic Systems
- Nonlinear Control Theory
Background:
- Discrete time fuzzy systems require robust control strategies for stability and performance.
- Existing H infinity control methods may not fully address the complexities of fuzzy system dynamics.
- Piecewise Lyapunov functions offer a flexible approach for stability analysis in complex systems.
Purpose of the Study:
- To develop a new H infinity controller design methodology specifically for discrete time fuzzy systems.
- To ensure global stability and H infinity-disturbance attenuation performance for the closed-loop fuzzy control systems.
- To provide a computationally tractable approach for controller synthesis.
Main Methods:
- Design of an H infinity controller based on discrete time fuzzy system models.
- Utilization of piecewise Lyapunov functions to establish global stability guarantees.
- Formulation of the control law design as a set of solvable linear matrix inequalities (LMIs).
Main Results:
- A novel H infinity controller design method for discrete time fuzzy systems is presented.
- The proposed method guarantees global stability and H infinity-disturbance attenuation.
- Control laws are derived by solving numerically tractable LMIs.
Conclusions:
- The developed H infinity controller design method effectively addresses discrete time fuzzy systems.
- The use of piecewise Lyapunov functions ensures robust stability and performance.
- The LMI-based approach offers a practical and efficient solution for controller implementation.