Suppr超能文献

具有有向拓扑和非线性动力学的多智能体系统的二阶一致性

Second-order consensus for multiagent systems with directed topologies and nonlinear dynamics.

作者信息

Yu Wenwu, Chen Guanrong, Cao Ming, Kurths Jürgen

机构信息

Department of Electronic Engineering, City University of Hong Kong, Kowloon, Hong Kong.

出版信息

IEEE Trans Syst Man Cybern B Cybern. 2010 Jun;40(3):881-91. doi: 10.1109/TSMCB.2009.2031624. Epub 2009 Nov 6.

Abstract

This paper considers a second-order consensus problem for multiagent systems with nonlinear dynamics and directed topologies where each agent is governed by both position and velocity consensus terms with a time-varying asymptotic velocity. To describe the system's ability for reaching consensus, a new concept about the generalized algebraic connectivity is defined for strongly connected networks and then extended to the strongly connected components of the directed network containing a spanning tree. Some sufficient conditions are derived for reaching second-order consensus in multiagent systems with nonlinear dynamics based on algebraic graph theory, matrix theory, and Lyapunov control approach. Finally, simulation examples are given to verify the theoretical analysis.

摘要

本文研究了具有非线性动力学和有向拓扑结构的多智能体系统的二阶一致性问题,其中每个智能体由具有时变渐近速度的位置和速度一致性项共同控制。为了描述系统达成一致性的能力,为强连通网络定义了一个关于广义代数连通性的新概念,然后将其扩展到包含生成树的有向网络的强连通分量。基于代数图论、矩阵理论和李雅普诺夫控制方法,推导了具有非线性动力学的多智能体系统达成二阶一致性的一些充分条件。最后,给出了仿真例子以验证理论分析。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验