DocumentCode
13186
Title
FAST Rate Allocation for JPEG2000 Video Transmission Over Time-Varying Channels
Author
Jiménez-Rodríguez, Leandro ; Aulí-Llinàs, Francesc ; Marcellin, Michael W.
Author_Institution
Dept. of Inf. & Commun. Eng., Univ. Autonoma de Barcelona, Bellaterra, Spain
Volume
15
Issue
1
fYear
2013
fDate
Jan. 2013
Firstpage
15
Lastpage
26
Abstract
This work introduces a rate allocation method for the transmission of pre-encoded JPEG2000 video over time-varying channels, which vary their capacity during video transmission due to network congestion, hardware failures, or router saturation. Such variations occur often in networks and are commonly unpredictable in practice. The optimization problem is posed for such networks and a rate allocation method is formulated to handle such variations. The main insight of the proposed method is to extend the complexity scalability features of the FAst rate allocation through STeepest descent (FAST) algorithm. Extensive experimental results suggest that the proposed transmission scheme achieves near-optimal performance while expending few computational resources.
Keywords
data compression; time-varying channels; video coding; FAST algorithm; FAst rate allocation through STeepest descent; JPEG2000 video transmission; hardware failures; near-optimal performance; network congestion; pre-encoded JPEG2000 video; time-varying channels; Bit rate; Channel capacity; Optimization; Resource management; Streaming media; Time-varying channels; Transform coding; JPEG2000; rate allocation; time-varying channels; video transmission;
fLanguage
English
Journal_Title
Multimedia, IEEE Transactions on
Publisher
ieee
ISSN
1520-9210
Type
jour
DOI
10.1109/TMM.2012.2199973
Filename
6202344
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