Finite-time consensus of multi-agent networks with inherent nonlinear dynamics under an undirected interaction graph

Yongcan Cao, W. Ren, Fei Chen, Guangdeng Zong
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引用次数: 33

Abstract

This paper studies finite-time consensus of multiagent networks with inherent nonlinear dynamics where each agent is driven by a nonlinear term based on its state under an undirected interaction graph. We propose two distributed nonlinear algorithms to guarantee finite-time consensus. To facilitate the stability analysis of the closed-loop system using the proposed nonlinear algorithms, we present a general comparison lemma. The general comparison lemma provides an important tool in the stability analysis of linear/nonlinear closed loop systems by making use of known results in linear/nonlinear systems. With the aid of the general comparison lemma, the two nonlinear algorithms are shown to guarantee finite-time consensus by comparing the original closed-loop systems with one or more predesigned closed-loop systems that can guarantee finite-time consensus.
无向交互图下具有内在非线性动力学的多智能体网络的有限时间一致性
本文研究了在无向交互图下,具有固有非线性动力学的多智能体网络的有限时间一致性,其中每个智能体由基于其状态的非线性项驱动。我们提出了两种分布式非线性算法来保证有限时间一致性。为了便于使用所提出的非线性算法对闭环系统进行稳定性分析,我们给出了一个一般的比较引理。一般比较引理利用线性/非线性系统的已知结果,为线性/非线性闭环系统的稳定性分析提供了一个重要的工具。借助于一般比较引理,通过将原闭环系统与一个或多个预先设计好的闭环系统进行比较,证明了这两种非线性算法都能保证有限时间一致性。
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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