• DocumentCode
    1788068
  • Title

    Distributed SPS algorithms for non-asymptotic confidence region evaluation

  • Author

    Zambianchi, Vincenzo ; Kieffer, M. ; Bassi, Francesca ; Pasolini, Gianni ; Dardari, Davide

  • Author_Institution
    CNIT, Univ. of Bologna, Bologna, Italy
  • fYear
    2014
  • fDate
    23-26 June 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper considers the distributed computation of non-asymptotic confidence regions for parameter estimation. Some information diffusion strategies are proposed and compared in terms of the required number of data exchanges to get the corresponding region. The effect of algorithm truncation is also addressed. As support for the theoretical part, numerical results are presented.
  • Keywords
    parameter estimation; wireless sensor networks; algorithm truncation effect; data exchange; distributed SPS algorithm; information diffusion strategies; nonasymptotic confidence region evaluation; parameter estimation; wireless sensor network; Approximation methods; Estimation; Noise; Noise measurement; Signal processing algorithms; Temperature measurement; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networks and Communications (EuCNC), 2014 European Conference on
  • Conference_Location
    Bologna
  • Type

    conf

  • DOI
    10.1109/EuCNC.2014.6882641
  • Filename
    6882641
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1788068