Performance Analysis of Discrete-Time Average Consensus under Uniform Constant Time Delays

被引：4
|
作者：
Zhao, Chengcheng [1 ]
He, Jianping [2 ]
Cheng, Peng [1 ]
Chen, Jiming [1 ]
机构：
[1] Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
[2] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
来源：
IFAC PAPERSONLINE | 2017年 / 50卷 / 01期
关键词：
Average consensus; uniform time delays; convergence rate; stability; final value; MULTIAGENT SYSTEMS; VARYING DELAYS; CONVERGENCE; NETWORKS; AGENTS; SYNCHRONIZATION; COORDINATION; TOPOLOGIES;
D O I：
10.1016/j.ifacol.2017.08.1945
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, considering discrete-time average consensus with uniform constant time delays, we focus on the stability, the final consensus value and the convergence rate. Specifically, it is proven that average consensus is robust to time delays via a matrix theory-based approach. Then, the deviation of the final value from the average of the initial states is expressed explicitly. It is found that average consensus is only preserved in some special topologies, i.e., regular graphs. Finally, for the regular graph, it is proven that the convergence rate of average consensus decreases with time delays by comparing the second largest eigenvalues modulus (SLEM) of the update matrices. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码：11725 / 11730
页数：6
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