分数布朗运动
数学
有界函数
可达性
控制理论(社会学)
李雅普诺夫函数
网络拓扑
马尔可夫过程
布朗运动
计算机科学
数学分析
非线性系统
算法
物理
控制(管理)
统计
人工智能
操作系统
量子力学
作者
Ming-Yu Liu,Jing Xie,Yonggui Kao
标识
DOI:10.1016/j.amc.2023.127879
摘要
Utilizing the sliding mode control method, the analysis of the finite-time stochastic bounded consensus for multi-agent systems under the disturbance of fractional Brownian motions with semi-Markovian jumping topologies is investigated. Semi-Markov jumping topologies are introduced to describe the information interaction between agents. In order to obtain the sliding mode error dynamics between leader and followers, an integral sliding mode surface based on neighbor information of agents is designed considering semi-Markovian jumping topologies. Different from the normal Lyapunov functional, a double-integral-type Lyapunov functional based on the Hurst index is constructed to deal with fractional Brownian motions, then the finite-time stochastic bounded consensus of sliding mode dynamics are studied. Then the finite-time reachability of the error system state to the proposed sliding mode surface is analyzed. Last a distributed microgrid model and a numerical example are given and simulated to verify the effectiveness of the proposed method.
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