有向图下多智能体系统的事件触发保连通一致性

Event-Triggered Connectivity-Preserving Consensus of Multiagent Systems Under Directed Graphs

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2024
被引 10
ABS 3

中文导读

针对有向图下的多智能体系统,提出一种事件触发保连通一致性协议,通过拓扑分层分解和混合事件触发机制降低通信与计算成本,并设计分布式状态观测器维持邻居连接。

Abstract

This article considers the connectivity-preserving consensus for a class of multiagent systems under the event-triggered mechanism (ETM). By employing the topology hierarchical decomposition method, unnecessary communication interactions can be reduced. Each agent receives state information from one specific agent and sends messages to some other agents. A hybrid ETM is proposed to reduce communication costs and save computational resources for agents. Additionally, distributed state observers are designed to estimate the information of other agents under the ETM. Moreover, a novel connectivity-preserving error function is designed to maintain the connection between two neighboring agents. With the help of this function, a fully distributed connectivity-preserving consensus protocol for the considered multiagent system under directed graphs is proposed. The update of the protocol relies on the designed observer under the ETM. Finally, one example is presented to verify the efficiency of the theoretic designs.

多智能体系统事件触发机制分布式控制一致性控制