• DocumentCode
    115212
  • Title

    Data rate for quantized consensus of high-order multi-agent systems with poles on the unit circle

  • Author

    Zhirong Qiu ; Lihua Xie ; Yiguang Hong

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    3771
  • Lastpage
    3776
  • Abstract
    In this paper, the data rate problem in quantized consensus is considered for a special kind of high-order multi-agent systems. Each agent is in the form of a 2m-th order real Jordan matrix consisting of m pairs of conjugate poles on the unit circle, and only the first state can be measured. Under a connected undirected communication network, a quantized observer-based encoding-decoding scheme is designed and a distributed control law based on the outputs of the encoders and decoders is proposed. With the help of perturbation analysis as well as combinatorial identities, it is shown that the data rate is dependent on the position of the poles and 2m bits of information exchange suffices to achieve the consensus at an exponential convergence rate.
  • Keywords
    convergence; matrix algebra; multi-robot systems; observers; perturbation techniques; poles and zeros; 2m-th order real Jordan matrix; combinatorial identity; conjugate pole; connected undirected communication network; data rate problem; decoders; distributed control law; encoders; exponential convergence rate; high-order multiagent system; information exchange; perturbation analysis; poles; quantized consensus; quantized observer-based encoding-decoding scheme; unit circle; Convergence; Decentralized control; Eigenvalues and eigenfunctions; Information exchange; Multi-agent systems; Protocols; Quantization (signal);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
  • Conference_Location
    Los Angeles, CA
  • Print_ISBN
    978-1-4799-7746-8
  • Type

    conf

  • DOI
    10.1109/CDC.2014.7039976
  • Filename
    7039976