JOURNAL ARTICLE

Event-based sampled-data consensus control for distributed linear multi-agent systems

Guoliang WangZhikang Zhu

Year: 2022 Journal:   2022 34th Chinese Control and Decision Conference (CCDC) Pages: 1326-1331

Abstract

This paper concerns sampled-data consensus under distributed event-triggered strategy for multi-agent systems with undirected graph. Detailed construction of a distributed multi-agent systems structure based on undirected graphs. The multi-agent systems is transformed into an equivalent error system, then converted the error system to one with a time delay processed by Lyapunov-Krasovskii functional. Based on the error system, the linear matrix inequality (LMIs) toolbox derived the conditions for the error system to be stable and ensures that all agents are consensus. Then, based on the conditions obtained above, a theorem of calculating the controller gain is proposed, effectively reduced the sampling frequency and greatly improved the convergence rate. Finally, simulation examples are given to verify the reliable validity of the theories that had proposed.

Keywords:
Multi-agent system Undirected graph Computer science Consensus Control theory (sociology) Linear matrix inequality Convergence (economics) Graph Graph theory Controller (irrigation) Symmetric matrix Control system Directed graph Control (management) Mathematics Mathematical optimization Algorithm Theoretical computer science Artificial intelligence

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Topics

Distributed Control Multi-Agent Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Neural Networks Stability and Synchronization
Physical Sciences →  Computer Science →  Computer Networks and Communications
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering

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