JOURNAL ARTICLE

Trellis decoding for MPEG-4 streams over wireless channels

Qingyu ChenK. P. Subbalakshmi

Year: 2003 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 5022 Pages: 810-810   Publisher: SPIE

Abstract

Most video coding standards, including MPEG-4, use variable length codes to encode the discrete cosine transform (DCT) coefficients of intra frames and inter frames, and the motion vector information. Although variable length codes can achieve good compression, they are very sensitive to channel errors, especially in wireless channels, which are characterized by bursty errors. Joint source-channel decoding (JSCD) is emerging as a potential alternative to traditional error resilience methods for dealing with this sensitivity to channel errors. This paper describes one such JSCD for the reliable transmission of MPEG-4 video over wireless channels. We apply the maximum a posteriori probability based JSCD developed for first order Markov sources to both inter and intra coded macroblocks. Experiments indicate that the proposed decoder gives significant improvements (9 dB in some cases) for MPEG-4 video with error resilience at various channel error rates.

Keywords:
Computer science Decoding methods Discrete cosine transform Wireless Algorithm Data compression Channel (broadcasting) Viterbi decoder Codec Error detection and correction Real-time computing Artificial intelligence Telecommunications

Metrics

7
Cited By
1.15
FWCI (Field Weighted Citation Impact)
27
Refs
0.78
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Video Coding and Compression Technologies
Physical Sciences →  Computer Science →  Signal Processing
Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Error Correcting Code Techniques
Physical Sciences →  Computer Science →  Computer Networks and Communications

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