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A Modified Dynamic Event-Triggered Mechanism for Output Consensus of Heterogeneous MASs
IEEE Transactions on Cybernetics
|March 3, 2025
Summary
This study introduces a new control method for multiagent systems (MASs) to achieve output consensus. The novel dynamic event-triggered control design saves resources while ensuring systems reach agreement.
Area of Science:
- Control Theory
- Multiagent Systems
- Robotics
Background:
- Output consensus is a critical challenge in heterogeneous multiagent systems (MASs).
- Existing control designs often require global information or continuous monitoring, leading to inefficiency.
- Resource-saving and robust control strategies are needed for practical MAS applications.
Purpose of the Study:
- To develop a distributed modified dynamic event-triggered control design for output consensus in heterogeneous MASs.
- To propose a fully distributed asynchronous event-triggered compensator acting as a virtual reference generator.
- To design a novel dynamic event-triggered mechanism (DETM) combined with a time-triggered mechanism (TTM) for efficient resource utilization and guaranteed consensus.
Main Methods:
- A fully distributed asynchronous event-triggered compensator is designed for each agent, eliminating the need for global information.
- A distributed event-triggered controller is developed based on the compensator to achieve output consensus among heterogeneous agents.
- A modified dynamic event-triggered mechanism (DETM) is proposed, integrating a time-triggered mechanism (TTM) to ensure minimum inter-event time and reduce redundant triggers. Triggering conditions are evaluated only when the TTM timer resets.
Main Results:
- The proposed control scheme analytically guarantees asymptotic output consensus for heterogeneous MASs.
- The modified DETM effectively saves communication and computational resources by avoiding continuous monitoring.
- Numerical simulations validate the analytical findings, demonstrating the effectiveness and feasibility of the proposed control design.
Conclusions:
- The developed distributed modified dynamic event-triggered control strategy successfully addresses the output consensus problem in heterogeneous MASs.
- The integration of TTM and DETM provides an efficient and robust solution for achieving consensus while minimizing resource usage.
- The proposed approach offers a practical framework for advanced control applications in distributed systems.
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