多智能体系统
控制理论(社会学)
离散时间和连续时间
噪音(视频)
计算机科学
国家(计算机科学)
李雅普诺夫函数
共识
数学
物理
算法
人工智能
统计
控制(管理)
图像(数学)
非线性系统
量子力学
作者
Yongbao Wu,Sixian Zhuang,Choon Ki Ahn,Wenxue Li
标识
DOI:10.1109/tsmc.2020.3018156
摘要
A new consensus protocol with aperiodically intermittent discrete-time state observation noise (AIDSON) is introduced. With the help of the proposed AIDSON, the almost sure exponential consensus (ASEC) of multiagent systems is investigated. Through the Lyapunov method and stochastic comparison principle, some sufficient conditions can be obtained. Moreover, the upper bounds of the rest rate of intermittent communication noise and the duration between two consecutive observations are estimated. Additionally, the larger the noise intensity is, the faster multiagent systems reach the ASEC. Furthermore, the established results are applied to the consensus analysis of single-link robot arms and oscillators and some simulations are presented.
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