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Index Coding with Multiple Interpretations

The index coding problem consists of a system with a server and multiple receivers with different side information and demand sets, connected by a noiseless broadcast channel. The server knows the side information available to the receivers. The objective is to design an encoding scheme that enables...

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Detalles Bibliográficos
Autores principales: Pedrosa, Valéria G., Costa, Max H. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407184/
https://www.ncbi.nlm.nih.gov/pubmed/36010813
http://dx.doi.org/10.3390/e24081149
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author Pedrosa, Valéria G.
Costa, Max H. M.
author_facet Pedrosa, Valéria G.
Costa, Max H. M.
author_sort Pedrosa, Valéria G.
collection PubMed
description The index coding problem consists of a system with a server and multiple receivers with different side information and demand sets, connected by a noiseless broadcast channel. The server knows the side information available to the receivers. The objective is to design an encoding scheme that enables all receivers to decode their demanded messages with a minimum number of transmissions, referred to as an index code length. The problem of finding the minimum length index code that enables all receivers to correct a specific number of errors has also been studied. This work establishes a connection between index coding and error-correcting codes with multiple interpretations from the tree construction of nested cyclic codes. The notion of multiple interpretations using nested codes is as follows: different data packets are independently encoded, and then combined by addition and transmitted as a single codeword, minimizing the number of channel uses and offering error protection. The resulting packet can be decoded and interpreted in different ways, increasing the error correction capability, depending on the amount of side information available at each receiver. Motivating applications are network downlink transmissions, information retrieval from datacenters, cache management, and sensor networks.
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spelling pubmed-94071842022-08-26 Index Coding with Multiple Interpretations Pedrosa, Valéria G. Costa, Max H. M. Entropy (Basel) Article The index coding problem consists of a system with a server and multiple receivers with different side information and demand sets, connected by a noiseless broadcast channel. The server knows the side information available to the receivers. The objective is to design an encoding scheme that enables all receivers to decode their demanded messages with a minimum number of transmissions, referred to as an index code length. The problem of finding the minimum length index code that enables all receivers to correct a specific number of errors has also been studied. This work establishes a connection between index coding and error-correcting codes with multiple interpretations from the tree construction of nested cyclic codes. The notion of multiple interpretations using nested codes is as follows: different data packets are independently encoded, and then combined by addition and transmitted as a single codeword, minimizing the number of channel uses and offering error protection. The resulting packet can be decoded and interpreted in different ways, increasing the error correction capability, depending on the amount of side information available at each receiver. Motivating applications are network downlink transmissions, information retrieval from datacenters, cache management, and sensor networks. MDPI 2022-08-18 /pmc/articles/PMC9407184/ /pubmed/36010813 http://dx.doi.org/10.3390/e24081149 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pedrosa, Valéria G.
Costa, Max H. M.
Index Coding with Multiple Interpretations
title Index Coding with Multiple Interpretations
title_full Index Coding with Multiple Interpretations
title_fullStr Index Coding with Multiple Interpretations
title_full_unstemmed Index Coding with Multiple Interpretations
title_short Index Coding with Multiple Interpretations
title_sort index coding with multiple interpretations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407184/
https://www.ncbi.nlm.nih.gov/pubmed/36010813
http://dx.doi.org/10.3390/e24081149
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