具有事件触发通信的不确定高阶非线性多智能体系统的自适应无领导者一致性

Adaptive Leaderless Consensus for Uncertain High-Order Nonlinear Multiagent Systems With Event-Triggered Communication

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2022
被引 70 · 同刊同年前 8%
ABS 3

中文导读

针对不确定高阶非线性多智能体系统,提出了一种无需全局Lipschitz条件的全分布式自适应无领导者一致性控制策略,通过事件触发通信减轻网络负担并避免Zeno行为。

Abstract

This article investigates the leaderless consensus problem for uncertain high-order nonlinear multiagent systems with event-triggered communication. Under a directed graph condition, a fully distributed adaptive control strategy is presented. The main contributions are summarized as follows: 1) globally Lipschitz condition, as required in many existing literatures, is not needed in this article; 2) for each agent, only one filtered output signal is required to be broadcast to its neighbors, which can effectively relieve network transmission burden; 3) the distributed adaptive controllers and event-triggered conditions are co-designed based on a single Lyapunov function such that continuous monitoring of neighbors’ states is not needed; and 4) by introducing an exponential convergence term to the designed triggering condition, Zeno behavior is avoided while all the agents’ outputs can reach asymptotically leaderless consensus. Moreover, to easily implement the designed triggering condition and further reduce the triggering frequency when the consensus errors converge to the neighborhood of origin, a switching type of triggering condition is presented and bounded consensus can be guaranteed. Simulation results are given to validate the presented distributed consensus control scheme.

多智能体系统一致性控制非线性系统事件触发通信自适应控制