• DocumentCode
    2553167
  • Title

    Internet Time-Delay prediction based on unbiased grey model

  • Author

    Tu, Xiaomin ; Song, Yang ; Fei, Minrui

  • Author_Institution
    Dept. of Autom., Shanghai Univ., Shanghai, China
  • fYear
    2011
  • fDate
    21-25 June 2011
  • Firstpage
    860
  • Lastpage
    864
  • Abstract
    Internet Time-delay is one of the most important factors which decide the performance of the Internet-based control systems. In this paper, a testing software is developed by Visual C++ to measure the round trip time (RTT) of the data packet on Internet. After analyzing the characteristics of RTT, a prediction method was presented based on data waveform processing method and unbiased grey model (UGM) to forecast Internet time delay. An experimental example is given to show that the delay prediction results by the UGM model proposed in this paper are more accurate than the prediction results based on the auto regressive (AR) model.
  • Keywords
    Internet; autoregressive processes; program testing; Internet time delay; Internet time-delay prediction; Internet-based control systems; Visual C++; auto regressive model; round trip time; testing software; unbiased grey model; Control systems; Data models; Delay; Delay effects; Internet; Predictive models; Testing; Internet time-delay; Internet-based control system; Unbiased grey model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2011 9th World Congress on
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-61284-698-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2011.5970638
  • Filename
    5970638