拉普拉斯矩阵
离散时间和连续时间
共识
拓扑(电路)
网络拓扑
特征向量
基质(化学分析)
计算机科学
一致共识
多智能体系统
联轴节(管道)
区间(图论)
有向图
订单(交换)
数学
数学优化
算法
理论计算机科学
图形
组合数学
人工智能
物理
工程类
财务
统计
材料科学
经济
复合材料
量子力学
机械工程
操作系统
作者
Suoxia Miao,Housheng Su,Shiming Chen
出处
期刊:IEEE transactions on neural networks and learning systems
[Institute of Electrical and Electronics Engineers]
日期:2024-03-01
卷期号:35 (3): 3539-3548
被引量:9
标识
DOI:10.1109/tnnls.2022.3194010
摘要
In this article, we study the matrix-weighted consensus issues for second-order discrete-time multiagent systems on directed network topology. Under the designed matrix-weighted consensus algorithm, based on the eigenvalues of the Laplacian matrix, coupling gains, and discrete interval, we build some consensus conditions for reaching discrete-time consensus and deduce some simplified and straightforward consensus conditions for undirected network topology. Besides, for a given network topology, we theoretically analyze the influence of the coupling gains and discrete intervals on the consensus conditions of the network dynamics. Finally, we offer several simulation examples to validate the obtained results.
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