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The Three-Terminal Interactive Lossy Source Coding Problem.

Authors :
Rey Vega, Leonardo
Piantanida, Pablo
Hero, Alfred O.
Source :
IEEE Transactions on Information Theory. Jan2017, Vol. 63 Issue 1, p532-562. 31p.
Publication Year :
2017

Abstract

In this paper, we explore the three-node multi-terminal lossy source coding problem, which seems to offer a formidable mathematical complexity. We derive an inner bound to the general rate-distortion region of this problem, which is a natural extension of the seminal work by Kaspi on the interactive two-terminal source coding problem. It is shown that this (rather involved) inner bound contains several rate-distortion regions of some relevant source coding settings. In this way, besides the non-trivial extension of the interactive two terminal problem, our results can be seen as a generalization and hence unification of several previous works in the field. By specializing the inner bound to particular cases, we obtain some novel rate-distortion regions for several multi-terminal lossy source coding problems. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
00189448
Volume :
63
Issue :
1
Database :
Academic Search Index
Journal :
IEEE Transactions on Information Theory
Publication Type :
Academic Journal
Accession number :
120414468
Full Text :
https://doi.org/10.1109/TIT.2016.2621749