DocumentCode :
1154000
Title :
Efficient bandwidth resource allocation for low-delay multiuser video streaming
Author :
Su, Guan-Ming ; Wu, Min
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA
Volume :
15
Issue :
9
fYear :
2005
Firstpage :
1124
Lastpage :
1137
Abstract :
This paper studies efficient bandwidth resource allocation for streaming multiple MPEG-4 fine granularity scalability (FGS) video programs to multiple users. We begin with a simple single-user scenario and propose a rate-control algorithm that has low delay and achieves an excellent tradeoff between the average visual distortion and the quality fluctuation. The proposed algorithm employs two weight factors for adjusting the tradeoff, and the optimal choice of these factors is derived. We then extend to the multiuser case and propose a dynamic resource allocation algorithm with low delay and low computational complexity. By exploring the variations in the scene complexity of video programs as well as dynamically and jointly distributing the available system resources among users, our proposed algorithm provides low fluctuation of quality for each user, and can support consistent or differentiated quality among all users to meet applications´ needs. Experimental results show that compared to traditional look-ahead sliding-window approaches, our algorithm can achieve comparable visual quality and channel utilization at a much lower cost of delay, computation, and storage.
Keywords :
bandwidth allocation; channel allocation; computational complexity; distortion; multiuser channels; resource allocation; telecommunication control; video coding; video streaming; average visual distortion; channel utilization; computational complexity; dynamic resource allocation algorithm; efficient bandwidth resource allocation; look-ahead sliding-window approaches; low-delay multiuser video streaming; multiple MPEG-4 fine granularity scalability streaming; quality fluctuation; rate-control algorithm; single-user scenario; visual quality; Bandwidth; Computational complexity; Delay; Fluctuations; Heuristic algorithms; Layout; MPEG 4 Standard; Resource management; Scalability; Streaming media; Dynamic resource allocation; fine granularity scalability (FGS) coding; multiuser video communications; rate control; visual quality fluctuation;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/TCSVT.2005.852626
Filename :
1501880
Link To Document :
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