Distributed Average Consensus in Multi-agent Networks with Limited Bandwidth and Time-delays
Distributed Average Consensus in Multi-agent Networks with Limited Bandwidth and Time-delays作者机构:College of Automation Science and EngineeringSouth China University of Technology School of ComputerElectronics and InformationGuangxi University School of Mathematics and StatisticsZhengzhou University
出 版 物:《IEEE/CAA Journal of Automatica Sinica》 (自动化学报(英文版))
年 卷 期:2014年第1卷第2期
页 面:193-203页
核心收录:
学科分类:0810[工学-信息与通信工程] 1205[管理学-图书情报与档案管理] 08[工学] 0802[工学-机械工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术(可授工学、理学学位)]
主 题:Protocols Quantization (signal) Decoding Bandwidth Algorithm design and analysis Communication channels
摘 要:This paper studies the distributed average consensus problem of multi-agent digital networks with time-delays. For the network, each agent can only exchange symbolic data with its neighbours. We provide a distributed average consensus protocol which uses the quantized and time-delay information. We consider two types of dynamic encoders/decoders in our protocol.One uses inverse proportion function as scaling function, while the other uses exponential function as scaling function. All agents can reach average consensus asymptotically with our protocol.Furthermore, we show that the average consensus protocol is robust to finite symmetric time-delays, but is sensitive to asymmetric time-delays that will destroy the average consensus of the networks. Finally, simulations are presented to illustrate validity of our theoretical results.