標題: | Long-Range Prediction for Real.-Time MPEG Video Traffic: An H(infinity) Filter Approach |
作者: | 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 |
關鍵字: | H(infinity) filter;long-range dependence;MPEG video;state-space method |
公開日期: | 1-十二月-2008 |
摘要: | 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 |
期刊: | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY |
Volume: | 18 |
Issue: | 12 |
起始頁: | 1771 |
結束頁: | 1775 |
顯示於類別: | 期刊論文 |