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
相关论文
共 50 条
  • [1] Distributed Consensus Optimization in Multiagent Networks With Time-Varying Directed Topologies and Quantized Communication
    Li, Huaqing
    Huang, Chicheng
    Chen, Guo
    Liao, Xiaofeng
    Huang, Tingwen
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (08) : 2044 - 2057
  • [2] Quantized agreement under time-varying communication topology
    Dimarogonas, Dimos V.
    Johansson, Karl H.
    [J]. 2008 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2008, : 4376 - 4381
  • [3] Distributed dynamic consensus under quantized communication data
    Zhang, Qiang
    Wang, Bing-Chang
    Zhang, Ji-Feng
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2015, 25 (11) : 1704 - 1720
  • [4] Communication topology for AUV formation consensus based on optimal cost control under time-varying communication and input delays
    Xu, Jian
    Wei, Shunxing
    Yin, Liangang
    [J]. OCEAN ENGINEERING, 2024, 304
  • [5] Forced consensus of multi-agent systems with directed communication topology and interval time-varying delay
    He, Mingkai
    Wang, Junwei
    [J]. MECHATRONICS AND INDUSTRIAL INFORMATICS, PTS 1-4, 2013, 321-324 : 852 - 857
  • [6] Group Consensus for Heterogeneous Multi-Agent Systems With Sampled and Quantized Data Under Directed Communication Topology
    Li, Xiaobo
    Chen, Weisheng
    Nasr, Emad Abouel
    El-Tamimi, Abdulaziz Mohammed
    Li, Zhiwu
    [J]. IEEE ACCESS, 2019, 7 : 48318 - 48327
  • [7] Consensus of multiple second-order vehicles with a time-varying reference signal under directed topology
    Qin, Jiahu
    Zheng, Wei Xing
    Gao, Huijun
    [J]. AUTOMATICA, 2011, 47 (09) : 1983 - 1991
  • [8] Observer-Based Distributed Time-Varying Group Formation Control for Heterogeneous Linear Systems under Directed Topology
    Zhou, Chongjian
    Li, Man
    Fu, Weiming
    Kang, Yu
    Qin, Jiahu
    [J]. 2019 IEEE 4TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM 2019), 2019, : 799 - 804
  • [9] Average consensus in directed networks of dynamic agents with time-varying communication delays
    Sun, Yuan Gong
    Wang, Long
    Xie, Guangming
    [J]. PROCEEDINGS OF THE 45TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2006, : 3393 - 3398
  • [10] A game theoretic approach for the distributed control of multi-agent systems under directed and time-varying topology
    Jian-liang Zhang
    Dong-lian Qi
    Miao Yu
    [J]. International Journal of Control, Automation and Systems, 2014, 12 : 749 - 758