Joint source-channel coding for motion-compensated DCT-based SNR scalable video

被引:81
作者
Kondi, LP [1 ]
Ishtiaq, F
Katsaggelos, AK
机构
[1] SUNY Buffalo, Dept Elect Engn, Buffalo, NY 14260 USA
[2] Motorola Inc, Motorola Labs, Multimedia Commun Res Labs, Schaumburg, IL 60196 USA
[3] Northwestern Univ, Dept Elect & Comp Engn, Evanston, IL 60208 USA
关键词
joint source-channel coding; scalable video; wireless video;
D O I
10.1109/TIP.2002.802507
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we develop an approach toward joint source-channel coding for motion-compensated DCT-based scalable video coding and transmission. A framework for the optimal selection of the source and channel coding rates over all scalable layers is presented such that the overall distortion is minimized. The algorithm utilizes universal rate distortion characteristics which are obtained experimentally and show the sensitivity of the source encoder and decoder to channel errors. The proposed algorithm allocates the available bit rate between scalable layers and, within each layer, between source and channel coding. We present the results of this rate allocation algorithm for video transmission over a wireless channel using the H.263 Version 2 signal-to-noise ratio (SNR) scalable codec for source coding and rate-compatible punctured convolutional (RCPC) codes for channel coding. We discuss the performance of the algorithm with respect to the channel conditions, coding methodologies, layer rates, and number of layers.
引用
收藏
页码:1043 / 1052
页数:10
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