Analysis of Wavelet Estimation of Self-Similar Traffic Parameters in the Simulink Model

Automatic Control and Computer Sciences 2013
Alfrēds Asars, Elans Grabs, Ernests Pētersons

The queue model P/M/1/K with the Hurst parameter (self-similarity parameter) estimator in the Simulink environment is described in the present paper using wavelet transformation. The estimation error of the parameter is analyzed depending on the parameter’s value, as well as the number of measurements based on which the parameter is estimated. This is an experimental paper aimed at accumulating knowledge on the practicability of estimating the Hurst parameter and on the estimation accuracy in the case of using wavelet analysis.

Keywords
wavelet analysis, Hurst parameter, queuing theory
DOI
10.3103/S0146411613030024
Hyperlink
http://link.springer.com/article/10.3103%2FS0146411613030024

Asars, A., Grabs, E., Pētersons, E. Analysis of Wavelet Estimation of Self-Similar Traffic Parameters in the Simulink Model. Automatic Control and Computer Sciences, 2013, Vol.47, No.3, pp.132-138. ISSN 0146-4116. e-ISSN 1558-108X. Available from: doi:10.3103/S0146411613030024

Publication language
English (en)