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research article

Asymmetric Multilevel Diversity Coding and Asymmetric Gaussian Multiple Descriptions

Mohajer, Soheil  
•
Tian, Chao  
•
Diggavi, Suhas N.  
2010
IEEE Transactions on Information Theory

We consider the asymmetric multilevel diversity (A-MLD) coding problem, where a set of 2(K) - 1 information sources, ordered in a decreasing level of importance, is encoded into K messages (or descriptions). There are 2(K) - 1 decoders, each of which has access to a nonempty subset of the encoded messages. Each decoder is required to reproduce the information sources up to a certain importance level depending on the combination of descriptions available to it. We obtain a single letter characterization of the achievable rate region for the 3-description problem. In contrast to symmetric multilevel diversity coding, source-separation coding is not sufficient in the asymmetric case, and ideas akin to network coding need to be used strategically. Based on the intuitions gained in treating the A-MLD problem, we derive inner and outer bounds for the rate region of the asymmetric Gaussian multiple description (MD) problem with three descriptions. Both the inner and outer bounds have a similar geometric structure to the rate region template of the A-MLD coding problem, and, moreover, we show that the gap between them is constant, which results in an approximate characterization of the asymmetric Gaussian three description rate region.

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Type
research article
DOI
10.1109/TIT.2010.2054535
Web of Science ID

WOS:000283072400016

Author(s)
Mohajer, Soheil  
Tian, Chao  
Diggavi, Suhas N.  
Date Issued

2010

Published in
IEEE Transactions on Information Theory
Volume

56

Start page

4367

End page

4387

Subjects

Asymmetry

•

multilevel diversity coding

•

multiple descriptions

•

rate-distortion

•

Distortion Constraints

•

Successive Refinement

•

Rate Region

•

Information

•

Receivers

•

Channels

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LICOS  
Available on Infoscience
December 16, 2011
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/75065
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