Title :
TES-based video source modeling for performance evaluation of integrated networks
Author :
Melamed, B. ; Raychaudhuri, D. ; Sengupta, B. ; Zdepski, J.
Author_Institution :
C&C Res. Labs., NEC USA Inc., Princeton, NJ, USA
fDate :
10/1/1994 12:00:00 AM
Abstract :
The letter considers modeling methodologies of variable bit-rate (VBR) video sources for performance evaluation of integrated networks. The authors consider an example in which compressed H.261 standard VBR video is transmitted over a local area network carrying both video and data. A group-of-block (GOB) level source model has been constructed using TES (transform-expand-sample)-a new general methodology for generating stationary autocorrelated time series, which can simultaneously capture a prescribed marginal distribution and autocorrelation function. The TES model is used to drive CSMA/CD network simulations for a performance evaluation study. Numerical comparisons with a conventional autoregressive (AR) modeling approach are given
Keywords :
broadband networks; carrier sense multiple access; channel capacity; correlation methods; local area networks; packet switching; performance evaluation; time series; video signals; visual communication; CSMA/CD network simulations; GOB level source model; TES-based video source modeling; autocorrelation function; autoregressive modeling; compressed H.261 standard VBR video; distribution function; group-of-block level source model; integrated networks; local area network; performance evaluation; stationary autocorrelated time series; transform-expand-sample; variable bit-rate video sources; Asynchronous transfer mode; Autocorrelation; B-ISDN; Broadband communication; Context modeling; Data analysis; FDDI; Local area networks; National electric code; Stochastic processes;
Journal_Title :
Communications, IEEE Transactions on
