网络数据包
辍学(神经网络)
计算机科学
处理延迟
传输延迟
网络拓扑
常量(计算机编程)
多智能体系统
拓扑(电路)
端到端延迟
离散时间和连续时间
分组交换
计算机网络
数学
人工智能
组合数学
机器学习
程序设计语言
统计
作者
Jianying Zheng,Liang Xu,Lihua Xie,Keyou You
标识
DOI:10.1109/tac.2018.2846679
摘要
In this paper, we study the mean-square consensus-ability problem of discrete-time linear multiagent systems over directed networks with constant communication delay and packet dropouts. When the packet dropouts in different communication channels are identical, the consensus-ability problem is transformed into a simultaneous mean-square stabilization problem of systems with constant time delay and packet dropout. When the packet dropouts are nonidentical, we build the dynamics over edges based on the notion of compressed edge Laplacian for directed graphs to separate the packet dropouts from the network topology. Sufficient consensus-ability conditions are obtained for both cases in terms of the communication delay, the packet dropout rates, the communication network topology, and the agent dynamics.
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