• DocumentCode
    1303395
  • Title

    The estimation of stable distribution parameters from teletraffic data

  • Author

    Bates, Stephen ; Mclaughlin, Steve

  • Author_Institution
    Massana Ltd, Dublin, Ireland
  • Volume
    48
  • Issue
    3
  • fYear
    2000
  • fDate
    3/1/2000 12:00:00 AM
  • Firstpage
    865
  • Lastpage
    870
  • Abstract
    This article is concerned with the estimation of the parameters that describe a stable distribution from teletraffic data. Stable distributions are characterized by four parameters that can be estimated using a number of methods. This article provides an introduction to the stable distribution and a summary of some of the estimation techniques developed for them. It presents a comprehensive performance comparison between four techniques and a study of how these techniques can be applied to real data. The data under consideration is that expected on broadband digital networks
  • Keywords
    Gaussian distribution; broadband networks; digital communication; parameter estimation; signal processing; stability; statistical analysis; telecommunication traffic; Gaussian distribution; broadband digital networks; performance comparison; stable distribution parameters estimation; statistical signal processing; teletraffic data; Books; Character generation; Collision mitigation; Parameter estimation; Probability distribution; Random variables; Testing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.824681
  • Filename
    824681