• DocumentCode
    2550160
  • Title

    Broadcast gossip algorithm with quantization

  • Author

    Wang, Na ; Li, Dequan ; Yin, Zhixiang

  • Author_Institution
    Sch. of Sci., Anhui Univ. of Sci. & Technol., Huainan, China
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    2143
  • Lastpage
    2147
  • Abstract
    The paper studies the problem of asynchronous broadcast gossip average consensus with quantized information communication constraints. How quantization affects the evolution of the broadcast gossip average consensus algorithm is investigated. We show that the agents´ states converge to a random variable that deviates from the average of the agents´ initial states. We give result of the mean square error of the states, which depends on the quantized precision and the network parameters.
  • Keywords
    broadcast communication; mean square error methods; quantisation (signal); asynchronous broadcast gossip; average consensus; mean square error; quantization; quantized information communication constraints; quantized precision; random variable; Algorithm design and analysis; Clocks; Educational institutions; Mean square error methods; Quantization; Topology; Vectors; Average consensus; Broadcast Gossip algorithm; Distributed; Quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
  • Conference_Location
    Sichuan
  • Print_ISBN
    978-1-4673-0025-4
  • Type

    conf

  • DOI
    10.1109/FSKD.2012.6234197
  • Filename
    6234197