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Output Feedback Control for Fuzzy Singularly Perturbed Systems Under Nonuniform Sampling
This study develops a novel output feedback controller for discrete-time fuzzy systems with nonuniform sampling and round-robin protocols. The controller ensures stochastic stability, enhancing control system performance and reliability.
Area of Science:
- Control Systems Engineering
- Fuzzy Logic Systems
- Discrete-Time Systems
Background:
- Singularly perturbed systems present challenges due to slow and fast dynamics.
- Nonuniform sampling and round-robin protocols introduce complexities in control design.
- Output feedback control is crucial when full state information is unavailable.
Purpose of the Study:
- To design an output feedback controller for discrete-time fuzzy singularly perturbed systems.
- To address challenges posed by nonuniform sampling and round-robin protocols.
- To ensure the stochastic stability of the closed-loop system.
Main Methods:
- Modeling nonuniform sampling using nonhomogeneous sojourn probabilities.
- Developing a token-dependent static output feedback controller.
- Deriving sufficient conditions for stochastic stability.
Main Results:
- A novel framework for modeling nonuniform sampling periods is proposed.
- An effective output feedback controller is designed for complex system dynamics.
- Stochastic stability of the closed-loop system is guaranteed under proposed conditions.
Conclusions:
- The proposed control strategy effectively manages discrete-time fuzzy singularly perturbed systems.
- The method provides a robust solution for systems with nonuniform sampling and round-robin protocols.
- Simulation results validate the theoretical approach and demonstrate practical applicability.
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