多智能体系统事件触发一致性研究进展综述

An Overview of Recent Advances in Event-Triggered Consensus of Multiagent Systems

IEEE Transactions on Cybernetics · 2017
被引 1173 · 同刊同年前 1%
ABS 3

中文导读

综述了多智能体系统事件触发一致性的最新进展,包括基本框架、代表性方法(如事件采样、模型事件触发等)及其在微电网功率分配和多机器人编队控制中的应用,适合对分布式控制与资源优化感兴趣的读者。

Abstract

Event-triggered consensus of multiagent systems (MASs) has attracted tremendous attention from both theoretical and practical perspectives due to the fact that it enables all agents eventually to reach an agreement upon a common quantity of interest while significantly alleviating utilization of communication and computation resources. This paper aims to provide an overview of recent advances in event-triggered consensus of MASs. First, a basic framework of multiagent event-triggered operational mechanisms is established. Second, representative results and methodologies reported in the literature are reviewed and some in-depth analysis is made on several event-triggered schemes, including event-based sampling schemes, model-based event-triggered schemes, sampled-data-based event-triggered schemes, and self-triggered sampling schemes. Third, two examples are outlined to show applicability of event-triggered consensus in power sharing of microgrids and formation control of multirobot systems, respectively. Finally, some challenging issues on event-triggered consensus are proposed for future research.

多智能体系统事件触发控制一致性分布式控制