DocumentCode
800205
Title
Branch and bound algorithms for rate-distortion optimized media streaming
Author
Röder, Martin ; Cardinal, Jean ; Hamzaoui, Raouf
Author_Institution
Dept. of Comput. & Inf. Sci., Konstanz Univ., Germany
Volume
8
Issue
1
fYear
2006
Firstpage
170
Lastpage
178
Abstract
We consider the problem of rate-distortion optimized streaming of packetized multimedia data over a single quality-of-service network using feedback and retransmissions. For a single data unit, we prove that the problem is NP-hard and provide efficient branch and bound algorithms that are much faster than the previously best solution based on dynamic programming. For a group of interdependent data units, we show how to compute optimal solutions with branch and bound algorithms. The branch and bound algorithms for a group of data units are much slower than the current state of the art, a heuristic technique known as sensitivity adaptation. However, in many real-world situations, they provide a significantly better rate-distortion performance.
Keywords
computational complexity; media streaming; optimisation; quality of service; tree searching; NP-hard; branch-and-bound algorithm; heuristic technique; optimized media streaming; packetized multimedia data; quality-of-service network; rate-distortion; Computational complexity; Dynamic programming; Feedback; Heuristic algorithms; Iterative algorithms; Iterative methods; Lagrangian functions; Quality of service; Rate-distortion; Streaming media; Branch and bound algorithms; computational complexity; streaming media;
fLanguage
English
Journal_Title
Multimedia, IEEE Transactions on
Publisher
ieee
ISSN
1520-9210
Type
jour
DOI
10.1109/TMM.2005.861281
Filename
1580536
Link To Document