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Fully Distributed Event/Self-Triggered Bipartite Output Formation-Containment Tracking Control for Heterogeneous
IEEE Transactions on Neural Networks and Learning Systems
|February 17, 2022
Summary
This study develops novel distributed control strategies for multiagent systems to achieve formation-containment tracking, even with limited state information and complex interactions. The methods ensure robust performance without continuous communication, avoiding Zeno behavior.
Area of Science:
- Control Theory
- Multiagent Systems
- Robotics
Background:
- Addresses the challenge of formation-containment tracking in general linear heterogeneous multiagent systems.
- Considers systems with multiple nonautonomous leaders and incomplete state information.
- Incorporates both cooperative and antagonistic interactions between neighboring agents.
Purpose of the Study:
- To design a distributed output-formation-containment tracking control strategy for multiagent systems.
- To develop an observer-based approach for state estimation using only output information.
- To propose an event-triggered and a self-triggered control strategy that avoids Zeno behavior and continuous communication.
Main Methods:
- Construction of an observer to estimate agent states from output information.
- Development of an asynchronous, fully distributed, event-triggered bipartite compensator using local information.
- Formulation of a formation-containment tracking control strategy and a parameter determination algorithm.
- Design of a novel self-triggered control strategy based on sampled information.
Main Results:
- The proposed compensator successfully estimates the convex hull of multiple leaders' states without global information.
- The control strategy ensures effective formation-containment tracking.
- Zeno behavior is proven to be excluded in finite time for both event-triggered and self-triggered strategies.
- The self-triggered strategy eliminates the need for continuous communication among agents.
Conclusions:
- The developed observer-based and distributed compensator strategies enable robust formation-containment tracking for complex multiagent systems.
- The proposed event-triggered and self-triggered control methods offer efficient and communication-sparing solutions.
- Numerical validation confirms the effectiveness and performance of the presented control strategies.
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