QUANTIZED DATA-BASED DISTRIBUTED CONSENSUS UNDER DIRECTED TIME-VARYING COMMUNICATION TOPOLOGY

被引:52
|
作者
Zhang, Qiang [1 ]
Zhang, Ji-Feng [1 ]
机构
[1] Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
基金
中国国家自然科学基金;
关键词
multiagent system; consensus; distributed estimation; quantization; sensor network; AVERAGE CONSENSUS; MULTIAGENT SYSTEMS; NETWORKS; AGENTS;
D O I
10.1137/100818662
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Distributed average consensus (DAC) is investigated for multiagent systems (MASs) with directed time-varying communication topology and quantized communication data. We propose a communication feedback-based distributed consensus protocol suitable for directed time-varying topologies to deal with the inconsistency between the internal state of each agent's encoder and the output of its neighbors' decoder, and give rigorous analysis for the consensus of the MAS. The consensus protocols are designed based on uniform quantizers with scaling. A finite lower bound of the communication data rate between each pair of adjacent agents is obtained to ensure the exponential consensus by properly choosing system parameters. In addition, the lower bound is proved to be merely 1-bit for the directed fixed topology case, no matter how large the agent number is. A numerical example is presented to demonstrate the results obtained.
引用
收藏
页码:332 / 352
页数:21
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