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Lattice-Based Robust Distributed Source Coding.

Authors :
Elzouki, Dania
Dumitrescu, Sorina
Chen, Jun
Source :
IEEE Transactions on Information Theory. Mar2019, Vol. 65 Issue 3, p1764-1781. 18p.
Publication Year :
2019

Abstract

In this paper, we propose a lattice-based robust distributed source coding system for two correlated sources and provide a detailed performance analysis under the high resolution assumption. It is shown, among other things, that, in the asymptotic regime where: 1) the side distortion approaches 0 and 2) the ratio between the central and side distortions approaches 0, our scheme is capable of achieving the information-theoretic limit of quadratic multiple description coding when the two sources are identical, whereas a variant of the random coding scheme by Chen and Berger with Gaussian codes has a performance loss of 0.5 bits relative to this limit. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189448
Volume :
65
Issue :
3
Database :
Academic Search Index
Journal :
IEEE Transactions on Information Theory
Publication Type :
Academic Journal
Accession number :
134886988
Full Text :
https://doi.org/10.1109/TIT.2018.2878219