DocumentCode :
2742507
Title :
On the complexity of rate-distortion optimal streaming of packetized media
Author :
Roder, Martin ; Cardinal, Jean ; Hamzaoui, Raouf
Author_Institution :
FB Informatik und Informationswissenschaft, Konstanz Univ., Germany
fYear :
2004
fDate :
23-25 March 2004
Firstpage :
192
Lastpage :
201
Abstract :
We consider the problem of rate-distortion optimal streaming of packetized media with sender-driven transmission over a single-QoS 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 in practice much faster than the best known solution. 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 slower than the current state of the art, the heuristic sensitivity adaptation algorithm, but provide a significantly better rate-distortion performance in many real-world situations.
Keywords :
computational complexity; multimedia communication; optimisation; packet switching; quality of service; rate distortion theory; NP-hard problem; bound algorithms; packetized multimedia data; rate-distortion optimal streaming; sender-driven transmission; single-QoS network; Decoding; Dynamic programming; Heuristic algorithms; Iterative algorithms; Iterative methods; Lagrangian functions; Optimization methods; Rate-distortion; State feedback; Streaming media;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Compression Conference, 2004. Proceedings. DCC 2004
ISSN :
1068-0314
Print_ISBN :
0-7695-2082-0
Type :
conf
DOI :
10.1109/DCC.2004.1281464
Filename :
1281464
Link To Document :
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