Title: Long-Range Prediction for Real.-Time MPEG Video Traffic: An H(infinity) Filter Approach
Authors: Wang, Chih-Hu
Chen, Bor-Sen
Lee, Bore-Kuen
Lee, Tsu-Tian
Liu, Chien-Nan Jimmy
Su, Chauchin
電控工程研究所
Institute of Electrical and Control Engineering
Keywords: H(infinity) filter;long-range dependence;MPEG video;state-space method
Issue Date: 1-Dec-2008
Abstract: A novel prediction scheme is proposed for real-time MPEG video to predict the burst and long-range dependent traffic. The trend and periodic characteristics of MPEG video traffic are fully captured by a proposed stochastic state-space dynamic model. Then a recursive H. filtering algorithm is proposed to estimate traffic for long-range prediction. Simulation results based on real MPEG traffic data show that the proposed scheme has superior performance and lower complexity than some adaptive neural network methods, such as TDNN, NARX, and Elman neural networks.
URI: http://dx.doi.org/10.1109/TCSVT.2008.2004926
http://hdl.handle.net/11536/8103
ISSN: 1051-8215
DOI: 10.1109/TCSVT.2008.2004926
Journal: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
Volume: 18
Issue: 12
Begin Page: 1771
End Page: 1775
Appears in Collections:Articles


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