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Consensus of Second-Order Hybrid Multiagent Systems by Event-Triggered Strategy
IEEE Transactions on Cybernetics
|November 15, 2019
Summary
This study introduces an event-triggered method for hybrid multiagent systems (MASs) with both discrete-time and continuous-time agents. The proposed approach ensures system stability and consensus by optimizing communication and control updates, reducing system load.
Area of Science:
- Control Systems Engineering
- Distributed Systems
- Robotics
Background:
- Multiagent systems (MASs) integrating discrete-time and continuous-time agents present unique control challenges.
- Achieving consensus in such hybrid systems requires careful consideration of inter-agent communication and dynamics.
- Existing consensus protocols may not be efficient for hybrid MASs due to continuous communication overhead.
Purpose of the Study:
- To propose an event-triggered control method for achieving consensus in second-order hybrid MASs.
- To establish criteria for coupling gains, communication topology eigenvalues, and sampling intervals that guarantee hybrid consensus and system stability.
- To demonstrate the effectiveness of the event-triggered strategy in enabling agents to communicate and update controllers only when necessary.
Main Methods:
- Development of an event-triggered control strategy for second-order hybrid MASs.
- Derivation of selection criteria for system parameters (coupling gains, topology eigenvalues, sampling interval) to ensure stability and consensus.
- Mathematical proof of hybrid second-order consensus under the event-triggered framework.
- Validation through simulation examples.
Main Results:
- A novel event-triggered method is presented for hybrid MAS consensus.
- Selection criteria are provided to guarantee stability and consensus in systems with discrete-time and continuous-time agents.
- The event-triggered strategy effectively reduces communication and control updates while maintaining consensus.
- Simulation results confirm the validity and efficacy of the proposed approach.
Conclusions:
- The proposed event-triggered method offers an efficient solution for achieving consensus in second-order hybrid MASs.
- The established criteria ensure system stability despite the complexities of hybrid dynamics.
- This approach minimizes communication load by triggering updates only when essential, outperforming traditional continuous-time methods.
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