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Event-Triggered/Self-Triggered Leader-Following Control of Stochastic Nonlinear Multiagent Systems Using High-Gain
This study introduces novel event-triggered and self-triggered control methods for high-order stochastic nonlinear multiagent systems (MASs). These advanced techniques enhance control efficiency and reduce system monitoring demands.
Area of Science:
- Control Systems Engineering
- Nonlinear Systems Theory
- Stochastic Processes
Background:
- Investigates leader-following output-feedback control for high-order stochastic nonlinear multiagent systems (MASs).
- Addresses challenges in state estimation and distributed control under undirected graph topologies.
Purpose of the Study:
- To develop event-triggered and self-triggered control strategies for enhanced MAS performance.
- To design a Zeno-free dynamic event-triggered controller and a Zeno-free self-triggering mechanism.
- To improve control efficiency by prolonging interevent times and reducing continuous state monitoring.
Main Methods:
- Employs the high-gain method for observer design to estimate unmeasured state variables.
- Introduces an internal dynamic variable to construct a distributed Zeno-free dynamic event-triggered controller.
- Proposes a Zeno-free self-triggering mechanism to avoid continuous state monitoring.
Main Results:
- The dynamic event-triggering mechanism prolongs interevent time compared to static methods, enhancing control advantages.
- Demonstrates convergence of output tracking errors to a small set when diffusion terms differ among agents.
- Shows convergence of state tracking errors to a small set when diffusion terms are identical across agents.
Conclusions:
- The proposed event-triggered and self-triggered control methods are effective for high-order stochastic nonlinear MASs.
- Simulation studies validate the practical applicability and performance of the developed control strategies.
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