Dynamic event-triggered control of heterogeneous multi-agent systems based on multi-order neighbors’ information

IF 3.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Mei Yu, Yunzhu Guo
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引用次数: 0

Abstract

In this paper, the consensus problems of discrete-time heterogeneous multi-agent systems are investigated under a directed topology, in which the dynamics of agents are first-order and second-order. By utilizing the state information of multi-order neighbors, a novel consensus protocol is proposed. Compared to the existing controllers that use only first-order neighbors’ information, or both first-order and second-order neighbors’ information, the controller we proposed can accelerate convergence of the system by simply increasing the value of the parameter g. Sufficient and necessary conditions are obtained for consensus of the systems with the proposed protocols. Meanwhile, a dynamic event-triggered mechanism is designed in order to reduce the communication frequency among agents to save communication resources. As the parameter g increases, the frequency of events being triggered decreases. The validity of the theoretical results is verified by simulations.
基于多阶邻居信息的异构多代理系统的动态事件触发控制
本文研究了有向拓扑结构下离散-时间异构多代理系统的共识问题,其中代理的动态为一阶和二阶。通过利用多阶邻居的状态信息,提出了一种新型共识协议。与仅使用一阶邻域信息或同时使用一阶和二阶邻域信息的现有控制器相比,我们提出的控制器只需增加参数 g 值就能加速系统收敛。同时,我们还设计了一种动态事件触发机制,以减少代理之间的通信频率,从而节省通信资源。随着参数 g 的增加,事件被触发的频率会降低。模拟验证了理论结果的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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