Cargando…

Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information †

We consider the k-user successive refinement problem with causal decoder side information and derive an exponential strong converse theorem. The rate-distortion region for the problem can be derived as a straightforward extension of the two-user case by Maor and Merhav (2008). We show that for any r...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhou, Lin, Hero, Alfred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514900/
https://www.ncbi.nlm.nih.gov/pubmed/33267124
http://dx.doi.org/10.3390/e21040410
_version_ 1783586693995036672
author Zhou, Lin
Hero, Alfred
author_facet Zhou, Lin
Hero, Alfred
author_sort Zhou, Lin
collection PubMed
description We consider the k-user successive refinement problem with causal decoder side information and derive an exponential strong converse theorem. The rate-distortion region for the problem can be derived as a straightforward extension of the two-user case by Maor and Merhav (2008). We show that for any rate-distortion tuple outside the rate-distortion region of the k-user successive refinement problem with causal decoder side information, the joint excess-distortion probability approaches one exponentially fast. Our proof follows by judiciously adapting the recently proposed strong converse technique by Oohama using the information spectrum method, the variational form of the rate-distortion region and Hölder’s inequality. The lossy source coding problem with causal decoder side information considered by El Gamal and Weissman is a special case ([Formula: see text]) of the current problem. Therefore, the exponential strong converse theorem for the El Gamal and Weissman problem follows as a corollary of our result.
format Online
Article
Text
id pubmed-7514900
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-75149002020-11-09 Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information † Zhou, Lin Hero, Alfred Entropy (Basel) Article We consider the k-user successive refinement problem with causal decoder side information and derive an exponential strong converse theorem. The rate-distortion region for the problem can be derived as a straightforward extension of the two-user case by Maor and Merhav (2008). We show that for any rate-distortion tuple outside the rate-distortion region of the k-user successive refinement problem with causal decoder side information, the joint excess-distortion probability approaches one exponentially fast. Our proof follows by judiciously adapting the recently proposed strong converse technique by Oohama using the information spectrum method, the variational form of the rate-distortion region and Hölder’s inequality. The lossy source coding problem with causal decoder side information considered by El Gamal and Weissman is a special case ([Formula: see text]) of the current problem. Therefore, the exponential strong converse theorem for the El Gamal and Weissman problem follows as a corollary of our result. MDPI 2019-04-17 /pmc/articles/PMC7514900/ /pubmed/33267124 http://dx.doi.org/10.3390/e21040410 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhou, Lin
Hero, Alfred
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information †
title Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information †
title_full Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information †
title_fullStr Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information †
title_full_unstemmed Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information †
title_short Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information †
title_sort exponential strong converse for successive refinement with causal decoder side information †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514900/
https://www.ncbi.nlm.nih.gov/pubmed/33267124
http://dx.doi.org/10.3390/e21040410
work_keys_str_mv AT zhoulin exponentialstrongconverseforsuccessiverefinementwithcausaldecodersideinformation
AT heroalfred exponentialstrongconverseforsuccessiverefinementwithcausaldecodersideinformation