Abstract
This note investigates the consensus problem of stochastic time-delay dynamical multiagent systems with impulsive behavior. The impulse instants of each agent are not necessarily synchronized with other agents. We provide a compact framework of the overall system then a classical distributed consensus protocol is investigated to guarantee practical exponential consensus of the multiagent system. For each agent, an event-triggered mechanism is used to sample and update the control signals only when its error exceeds the combinational measurements of its neighboring agents. By using the stability theory of stochastic dynamics and the properties of the Laplacian matrix, sufficient condition is presented to guarantee the synchronization among agents. A numerical example is presented to show the effectiveness of the theoretical results.
| Original language | English |
|---|---|
| Pages (from-to) | 86-95 |
| Number of pages | 10 |
| Journal | Neurocomputing |
| Volume | 439 |
| DOIs | |
| State | Published - 7 Jun 2021 |
Bibliographical note
Publisher Copyright:© 2021 Elsevier B.V.
Keywords
- Consensus
- Event-triggered
- Impulsive dynamics
- Multiagent systems
- Stochastic time-delay systems
ASJC Scopus subject areas
- Computer Science Applications
- Cognitive Neuroscience
- Artificial Intelligence