DocumentCode :
1044096
Title :
Network vector quantization
Author :
Fleming, Michael ; Zhao, Qian ; Effros, Michelle
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
Volume :
50
Issue :
8
fYear :
2004
Firstpage :
1584
Lastpage :
1604
Abstract :
We present an algorithm for designing locally optimal vector quantizers for general networks. We discuss the algorithm\´s implementation and compare the performance of the resulting "network vector quantizers" to traditional vector quantizers (VQs) and to rate-distortion (R-D) bounds where available. While some special cases of network codes (e.g., multiresolution (MR) and multiple description (MD) codes) have been studied in the literature, we here present a unifying approach that both includes these existing solutions as special cases and provides solutions to previously unsolved examples.
Keywords :
rate distortion theory; source coding; vector quantisation; broadcast; general networks; generalised Lloyd algorithm; multiple access; multiterminal; network codes; network vector quantization; rate-distortion bounds; side information; source coding; Algorithm design and analysis; Channel coding; Data compression; Decoding; Distortion measurement; Helium; Network topology; Rate-distortion; Source coding; Vector quantization; Broadcast; generalized Lloyd algorithm; multiple access; multiterminal; side information; source coding;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2004.831832
Filename :
1317108
Link To Document :
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