Title :
Modeling video traffic using wavelets
Author :
Ma, Sheng ; Ji, Chuanyi
Author_Institution :
Dept. of Electr. Comput. & Syst. Eng., Rensselaer Polytech. Inst., Troy, NY, USA
fDate :
4/1/1998 12:00:00 AM
Abstract :
In this letter we establish a wavelet model for video traffic. Different from the existing methods which model the video traffic in the time domain, we model the wavelet coefficients in the wavelet domain. The strength of the wavelet model includes: (1) an unified approach to model both the long-range and the short-range dependence in the video traffic simultaneously; (2) a computationally efficient method for developing the model and generating high quality video traffic; and (3) feasibility of performance analysis using the model.
Keywords :
image reconstruction; telecommunication traffic; video signal processing; wavelet transforms; long-range dependence; performance analysis; short-range dependence; video traffic; wavelet domain; Computational complexity; Discrete wavelet transforms; High performance computing; Layout; Performance analysis; Telecommunication traffic; Traffic control; Wavelet analysis; Wavelet coefficients; Wavelet domain;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/4234.664218