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Time-Limited Codewords over Band-Limited Channels: Data Rates and the Dimension of the W-T Space

We consider a communication system whereby T-seconds time-limited codewords are transmitted over a W-Hz band-limited additive white Gaussian noise channel. In the asymptotic regime as [Formula: see text] , it is known that the maximal achievable rates with such a scheme converge to Shannon’s capacit...

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Autores principales: Jaffal, Youssef, Abou-Faycal, Ibrahim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597176/
https://www.ncbi.nlm.nih.gov/pubmed/33286693
http://dx.doi.org/10.3390/e22090924
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author Jaffal, Youssef
Abou-Faycal, Ibrahim
author_facet Jaffal, Youssef
Abou-Faycal, Ibrahim
author_sort Jaffal, Youssef
collection PubMed
description We consider a communication system whereby T-seconds time-limited codewords are transmitted over a W-Hz band-limited additive white Gaussian noise channel. In the asymptotic regime as [Formula: see text] , it is known that the maximal achievable rates with such a scheme converge to Shannon’s capacity with the presence of [Formula: see text] degrees of freedom. In this work we study the degrees of freedom and the achievable information rates for finite values of [Formula: see text]. We use prolate spheroidal wave functions to obtain an information lossless equivalent discrete formulation and then we apply Polyanskiy’s results on coding in the finite block-length regime. We derive upper and lower bounds on the achievable rates and the corresponding degrees of freedom and we numerically evaluate them for sample values of [Formula: see text]. The bounds are asymptotically tight and numerical computations show the gap between them decreases as [Formula: see text] increases. Additionally, the possible decrease from [Formula: see text] in the available degrees of freedom is upper-bounded by a logarithmic function of [Formula: see text].
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spelling pubmed-75971762020-11-09 Time-Limited Codewords over Band-Limited Channels: Data Rates and the Dimension of the W-T Space Jaffal, Youssef Abou-Faycal, Ibrahim Entropy (Basel) Article We consider a communication system whereby T-seconds time-limited codewords are transmitted over a W-Hz band-limited additive white Gaussian noise channel. In the asymptotic regime as [Formula: see text] , it is known that the maximal achievable rates with such a scheme converge to Shannon’s capacity with the presence of [Formula: see text] degrees of freedom. In this work we study the degrees of freedom and the achievable information rates for finite values of [Formula: see text]. We use prolate spheroidal wave functions to obtain an information lossless equivalent discrete formulation and then we apply Polyanskiy’s results on coding in the finite block-length regime. We derive upper and lower bounds on the achievable rates and the corresponding degrees of freedom and we numerically evaluate them for sample values of [Formula: see text]. The bounds are asymptotically tight and numerical computations show the gap between them decreases as [Formula: see text] increases. Additionally, the possible decrease from [Formula: see text] in the available degrees of freedom is upper-bounded by a logarithmic function of [Formula: see text]. MDPI 2020-08-23 /pmc/articles/PMC7597176/ /pubmed/33286693 http://dx.doi.org/10.3390/e22090924 Text en © 2020 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
Jaffal, Youssef
Abou-Faycal, Ibrahim
Time-Limited Codewords over Band-Limited Channels: Data Rates and the Dimension of the W-T Space
title Time-Limited Codewords over Band-Limited Channels: Data Rates and the Dimension of the W-T Space
title_full Time-Limited Codewords over Band-Limited Channels: Data Rates and the Dimension of the W-T Space
title_fullStr Time-Limited Codewords over Band-Limited Channels: Data Rates and the Dimension of the W-T Space
title_full_unstemmed Time-Limited Codewords over Band-Limited Channels: Data Rates and the Dimension of the W-T Space
title_short Time-Limited Codewords over Band-Limited Channels: Data Rates and the Dimension of the W-T Space
title_sort time-limited codewords over band-limited channels: data rates and the dimension of the w-t space
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597176/
https://www.ncbi.nlm.nih.gov/pubmed/33286693
http://dx.doi.org/10.3390/e22090924
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