Event-Triggered Consensus of Uncertain Euler-Lagrange Multiagent Systems Over Jointly Connected Digraphs.
IEEE Transactions on Cybernetics
|June 21, 2023
Summary
A new event-triggered protocol enables uncertain Euler-Lagrange (EL) multiagent systems (MASs) to reach consensus. This fully distributed approach avoids global information and guarantees a minimum interevent time for efficient communication.
Area of Science:
- Control Systems Engineering
- Robotics
- Networked Systems
Background:
- Consensus control is crucial for coordinating multiagent systems (MASs).
- Uncertainty in Euler-Lagrange (EL) systems and communication constraints pose significant challenges.
- Existing protocols often require global information or lack efficiency.
Purpose of the Study:
- To propose a fully distributed event-triggered protocol for consensus in uncertain EL MASs.
- To develop event-based reference generators and adaptive controllers for state consensus.
- To ensure asymptotic consensus without relying on global network topology information.
Main Methods:
- Design of distributed event-based reference generators for continuous signal generation.
- Utilization of adaptive controllers for reference signal tracking by each agent.
- Mathematical proof of asymptotic state consensus under jointly connected digraphs and an initially exciting (IE) assumption.
Main Results:
- The proposed protocol achieves asymptotic state consensus for uncertain EL MASs.
- Only agent states are transmitted, reducing communication load compared to virtual variables.
- A minimum interevent time (MIET) is guaranteed, ensuring communication efficiency.
- The protocol's fully distributed nature eliminates the need for global digraph information.
Conclusions:
- The developed event-triggered protocol effectively solves the consensus problem for uncertain EL MASs.
- The protocol is fully distributed, communication-efficient, and guarantees consensus.
- Simulation results validate the protocol's performance and effectiveness.
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