A TES-based model for compressed "Star Wars" video
Benjamin Melamed, Dimitrios E. Pendarakis · 2002
This paper presents a stochastic model for the variable bit rate (VBR) video of the entire "Star Wars" movie under a JPEG-like compression. The goal of this work is to develop a methodology for constructing a suite of high-fidelity source models of full-motion video as a traffic benchmark suitable for driving realistic Monte Carlo simulations of broadband telecommunications networks (ATM based B-ISDN). To this end, a transform-expand-sample) TES-based modeling methodology was employed, subject to fidelity criteria requiring the simultaneous capture of both first-order and second-order statistics. The entire movie was modeled as a Markov renewal modulated TES (MRMT) process with class-dependent holding times. The modeling results support the efficacy of the modeling methodology and suggest that high-fidelity compact source models of full-motion video can be developed by applying this methodology to other types of movies under a variety of coding schemes.