A Simple Proof of Multi-Letter Converse Theorem for Distributed Lossless Source Coding

This paper provides a simple proof of the multi-letter converse theorem for distributed lossless source coding (Slepian-Wolf source coding and Wyner-Ahlswede-Körner source coding), where the number of reproduced sources is arbitrary. It is shown only by using basic inequalities of limit superior/inferior in probability, the non-negativity of the divergence, and the single-source version of the Fano inequality, where the epsilon-delta arguments are hidden in the above inequalities.

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Publication Details

Published
2024-11-10
DOI
https://doi.org/10.23919/isita60732.2024.10858267
Primary Topic
Cooperative Communication and Network Coding
Type
article
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article

A Simple Proof of Multi-Letter Converse Theorem for Distributed Lossless Source Coding

Jun Muramatsu
Cooperative Communication and Network Coding
article

A Simple Proof of Multi-Letter Converse Theorem for Distributed Lossless Source Coding

Jun Muramatsu
article en

Abstract

This paper provides a simple proof of the multi-letter converse theorem for distributed lossless source coding (Slepian-Wolf source coding and Wyner-Ahlswede-Körner source coding), where the number of reproduced sources is arbitrary. It is shown only by using basic inequalities of limit superior/inferior in probability, the non-negativity of the divergence, and the single-source version of the Fano inequality, where the epsilon-delta arguments are hidden in the above inequalities.

NTT (Japan) (JP)
Openalex Percentile: Top 69%
Cooperative Communication and Network Coding
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A Simple Proof of Multi-Letter Converse Theorem for Distributed Lossless Source Coding — Jun Muramatsu · (2024) | TGRS Research Map | TGRS