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Sum-Rate Channel Capacity for Line-of-Sight Models

This work considers a base station equipped with an M-antenna uniform linear array and L users under line-of-sight conditions. As a result, one can derive an exact series expansion necessary to calculate the mean sum-rate channel capacity. This scenario leads to a mathematical problem where the join...

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Autores principales: Dias, Claudio Ferreira, de Figueiredo, Felipe A. P., de Lima, Eduardo Rodrigues, Fraidenraich, Gustavo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7957715/
https://www.ncbi.nlm.nih.gov/pubmed/33804341
http://dx.doi.org/10.3390/s21051674
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author Dias, Claudio Ferreira
de Figueiredo, Felipe A. P.
de Lima, Eduardo Rodrigues
Fraidenraich, Gustavo
author_facet Dias, Claudio Ferreira
de Figueiredo, Felipe A. P.
de Lima, Eduardo Rodrigues
Fraidenraich, Gustavo
author_sort Dias, Claudio Ferreira
collection PubMed
description This work considers a base station equipped with an M-antenna uniform linear array and L users under line-of-sight conditions. As a result, one can derive an exact series expansion necessary to calculate the mean sum-rate channel capacity. This scenario leads to a mathematical problem where the joint probability density function (JPDF) of the eigenvalues of a Vandermonde matrix [Formula: see text] are necessary, where [Formula: see text] is the channel matrix. However, differently from the channel Rayleigh distributed, this joint PDF is not known in the literature. To circumvent this problem, we employ Taylor’s series expansion and present a result where the moments of [Formula: see text] are computed. To calculate this quantity, we resort to the integer partition theory and present an exact expression for [Formula: see text]. Furthermore, we also find an upper bound for the mean sum-rate capacity through Jensen’s inequality. All the results were validated by Monte Carlo numerical simulation.
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spelling pubmed-79577152021-03-16 Sum-Rate Channel Capacity for Line-of-Sight Models Dias, Claudio Ferreira de Figueiredo, Felipe A. P. de Lima, Eduardo Rodrigues Fraidenraich, Gustavo Sensors (Basel) Communication This work considers a base station equipped with an M-antenna uniform linear array and L users under line-of-sight conditions. As a result, one can derive an exact series expansion necessary to calculate the mean sum-rate channel capacity. This scenario leads to a mathematical problem where the joint probability density function (JPDF) of the eigenvalues of a Vandermonde matrix [Formula: see text] are necessary, where [Formula: see text] is the channel matrix. However, differently from the channel Rayleigh distributed, this joint PDF is not known in the literature. To circumvent this problem, we employ Taylor’s series expansion and present a result where the moments of [Formula: see text] are computed. To calculate this quantity, we resort to the integer partition theory and present an exact expression for [Formula: see text]. Furthermore, we also find an upper bound for the mean sum-rate capacity through Jensen’s inequality. All the results were validated by Monte Carlo numerical simulation. MDPI 2021-03-01 /pmc/articles/PMC7957715/ /pubmed/33804341 http://dx.doi.org/10.3390/s21051674 Text en © 2021 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 Communication
Dias, Claudio Ferreira
de Figueiredo, Felipe A. P.
de Lima, Eduardo Rodrigues
Fraidenraich, Gustavo
Sum-Rate Channel Capacity for Line-of-Sight Models
title Sum-Rate Channel Capacity for Line-of-Sight Models
title_full Sum-Rate Channel Capacity for Line-of-Sight Models
title_fullStr Sum-Rate Channel Capacity for Line-of-Sight Models
title_full_unstemmed Sum-Rate Channel Capacity for Line-of-Sight Models
title_short Sum-Rate Channel Capacity for Line-of-Sight Models
title_sort sum-rate channel capacity for line-of-sight models
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7957715/
https://www.ncbi.nlm.nih.gov/pubmed/33804341
http://dx.doi.org/10.3390/s21051674
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