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Hybrid Event-Triggered and Impulsive Control Strategy for Multiagent Systems With Switching Topologies
IEEE Transactions on Cybernetics
|December 7, 2020
Summary
This study introduces a hybrid control strategy for multiagent systems (MASs) with switching networks, reducing communication needs for efficient consensus. The method ensures system stability and avoids Zeno behavior in leaderless and leader-following MASs.
Area of Science:
- Control Theory
- Networked Systems
- Robotics
Background:
- Multiagent systems (MASs) face challenges in achieving consensus due to communication constraints and dynamic network topologies.
- Event-triggered and impulsive control strategies offer potential for reducing communication load but require careful design for stability.
Purpose of the Study:
- To develop and analyze a hybrid event-triggered and impulsive control strategy (HETICS) for leaderless and leader-following MASs with switching topologies.
- To reduce communication frequency while ensuring robust consensus.
- To prove the stability and absence of Zeno behavior in the proposed control strategy.
Main Methods:
- Design of a hybrid event-triggered and impulsive control strategy (HETICS).
- Application of the Lyapunov direct method to derive consensus criteria.
- Analysis of systems with switching topologies.
- Exclusion of Zeno behavior through theoretical analysis.
Main Results:
- The proposed HETICS effectively reduces communication frequency between neighboring agents.
- Consensus is achieved for both leaderless and leader-following MASs under switching topologies.
- The developed consensus criteria guarantee system stability.
- Zeno behavior is successfully excluded by the HETICS.
Conclusions:
- The HETICS provides an effective approach for achieving consensus in MASs with switching topologies.
- The strategy offers a practical solution for reducing communication overhead in networked systems.
- The findings are validated through numerical examples and simulations, demonstrating superiority over previous methods.
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