Traffic models for MPEG-4 spatial scalable video

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

Abstract

MPEG-4 spatial scalable encoding scheme (SSES) provides different resolutions and wide range of VBR (variate bit rate) video to satisfy requirements of end users with variant screen resolutions and network bandwidth. In a SSES, one base layer traffic and one (or more) enhancement layer(s) traffic are generated. Although many traffic models have been developed for single layer video traffic, none exists for VBR SSES video traffic. Our extensive studies suggest that MMG (Markov-Modulated Gamma) model can capture base layer traffic quite well. However, it cannot be used for modeling enhancement layer traffic for two reasons: (1) enhancement layers have no I-frames, (2) enhancement layer traffic and base layer traffic are not independent and have a strong correlation. In this paper, we propose two models for enhancement layer traffic and aggregate traffic. To maintain the correlation between base layer and enhancement layers, we augment the base-layer state transition model. The augmentation uses state transition relation between base layer and enhancement layer traffic or between base layer and aggregate traffic. The models have been validated by QQ plots and leaky-bucket simulations. The model generated traffic streams quite accurately mimic original traffic streams.

Original languageEnglish (US)
Title of host publicationGLOBECOM'05
Subtitle of host publicationIEEE Global Telecommunications Conference, 2005
Pages256-260
Number of pages5
DOIs
StatePublished - Dec 1 2005
EventGLOBECOM'05: IEEE Global Telecommunications Conference, 2005 - St. Louis, MO, United States
Duration: Nov 28 2005Dec 2 2005

Publication series

NameGLOBECOM - IEEE Global Telecommunications Conference
Volume1

Other

OtherGLOBECOM'05: IEEE Global Telecommunications Conference, 2005
CountryUnited States
CitySt. Louis, MO
Period11/28/0512/2/05

ASJC Scopus subject areas

  • Engineering(all)

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  • Cite this

    Zhou, W., Sarkar, D., & Ramakrishnan, S. (2005). Traffic models for MPEG-4 spatial scalable video. In GLOBECOM'05: IEEE Global Telecommunications Conference, 2005 (pp. 256-260). [1577629] (GLOBECOM - IEEE Global Telecommunications Conference; Vol. 1). https://doi.org/10.1109/GLOCOM.2005.1577629