DocumentCode
1557123
Title
Joint source/FEC rate selection for quality-optimal MPEG-2 video delivery
Author
Frossard, Pascal ; Verscheure, Olivier
Author_Institution
Signal Process. Lab., Swiss Fed. Inst. of Technol., Lausanne, Switzerland
Volume
10
Issue
12
fYear
2001
fDate
12/1/2001 12:00:00 AM
Firstpage
1815
Lastpage
1825
Abstract
This paper deals with the optimal allocation of MPEG-2 encoding and media-independent forward error correction (FEC) rates under a total given bandwidth. The optimality is defined in terms of minimum perceptual distortion given a set of video and network parameters. We first derive the set of equations leading to the residual loss process parameters. That is, the packet loss ratio (PLR) and the average burst length after FEC decoding. We then show that the perceptual source distortion decreases exponentially with the increasing MPEG-2 source rate. We also demonstrate that the perceptual distortion due to data loss is directly proportional to the number of lost macroblocks, and therefore decreases with the amount of channel protection. Finally, we derive the global set of equations that lead to the optimal dynamic rate allocation. The optimal distribution is shown to outperform classical FEC scheme, thanks to its adaptivity to the scene complexity, the available bandwidth and to the network performance. Furthermore, our approach holds for any standard video compression algorithms (i.e., MPEG-x, H.26x)
Keywords
combined source-channel coding; forward error correction; packet switching; video coding; FEC decoding; available bandwidth; average burst length; channel protection; joint source/FEC rate selection; lost macroblocks; media-independent forward error correction rates; minimum perceptual distortion; network performance; optimal dynamic rate allocation; packet loss ratio; perceptual source distortion; quality-optimal MPEG-2 video delivery; residual loss process parameters; scene complexity; video compression algorithms; Bandwidth; Delay; Digital video broadcasting; Equations; Forward error correction; Protection; Satellite broadcasting; TV broadcasting; Transform coding; Video compression;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/83.974566
Filename
974566
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