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The HoneyComb Paradigm for Research on Collective Human Behavior
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A Modular Event-Triggered Containment Control Scheme for Nonlinear Heterogeneous Multiagent Systems With Unknown
IEEE Transactions on Cybernetics
|April 11, 2024
Summary
This study presents an event-triggered containment control strategy for multiagent systems. The method ensures followers converge to a dynamic convex hull using limited communication, avoiding Zeno behavior.
Area of Science:
- Control Theory
- Robotics
- Networked Systems
Background:
- Multiagent systems face challenges in containment control, especially with unknown leaders and limited communication.
- Ensuring follower convergence to a dynamic convex hull is crucial for coordinated behavior.
Purpose of the Study:
- To develop an efficient event-triggered containment control scheme for nonlinear heterogeneous multiagent systems.
- To address the challenge of unknown leader dynamics and limited communication resources.
Main Methods:
- A modular approach with three components: signal generator, event-triggered mechanism, and tracking controller.
- Utilizing perturbed system stability and input-to-state stability for resource-efficient communication.
- Employing an output regulation approach for follower tracking control.
Main Results:
- The proposed scheme ensures followers asymptotically enter the dynamic convex hull of leaders.
- The event-triggered mechanism effectively conserves communication resources.
- Containment control is achieved without Zeno behavior, validated by simulations.
Conclusions:
- The modular event-triggered control scheme is effective for multiagent containment control.
- The approach offers a practical solution for systems with unknown dynamics and communication constraints.
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