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
Link To Document