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Hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays

Massive multiple-input multiple-output (MIMO) is envisioned to offer a considerable improvement in capacity, but it has a high cost and the radio frequency (RF) chain components have a high power consumption at high frequency. To address this problem, a hybrid analog and digital precoding scheme has...

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Detalles Bibliográficos
Autores principales: Feng, Yongpan, Kim, Suk Chan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5714346/
https://www.ncbi.nlm.nih.gov/pubmed/29206235
http://dx.doi.org/10.1371/journal.pone.0188723
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author Feng, Yongpan
Kim, Suk Chan
author_facet Feng, Yongpan
Kim, Suk Chan
author_sort Feng, Yongpan
collection PubMed
description Massive multiple-input multiple-output (MIMO) is envisioned to offer a considerable improvement in capacity, but it has a high cost and the radio frequency (RF) chain components have a high power consumption at high frequency. To address this problem, a hybrid analog and digital precoding scheme has been studied recently, which restricts the number of RF chains to far less than the number of antenna elements. In this paper, we consider the downlink communication of a massive multiuser multiple-input single-output (MU-MISO) system and propose an iterative hybrid precoding algorithm to approach the capacity performance of the traditional full digital precoding scheme. We aim to attain a large baseband gain by zero-forcing (ZF) digital precoding on the equivalent channel and then minimize the total power to obtain the optimal RF precoder. Simulation results show that the proposed method can approach the performance of the conventional fully digital precoding with a low computational complexity.
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spelling pubmed-57143462017-12-15 Hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays Feng, Yongpan Kim, Suk Chan PLoS One Research Article Massive multiple-input multiple-output (MIMO) is envisioned to offer a considerable improvement in capacity, but it has a high cost and the radio frequency (RF) chain components have a high power consumption at high frequency. To address this problem, a hybrid analog and digital precoding scheme has been studied recently, which restricts the number of RF chains to far less than the number of antenna elements. In this paper, we consider the downlink communication of a massive multiuser multiple-input single-output (MU-MISO) system and propose an iterative hybrid precoding algorithm to approach the capacity performance of the traditional full digital precoding scheme. We aim to attain a large baseband gain by zero-forcing (ZF) digital precoding on the equivalent channel and then minimize the total power to obtain the optimal RF precoder. Simulation results show that the proposed method can approach the performance of the conventional fully digital precoding with a low computational complexity. Public Library of Science 2017-12-04 /pmc/articles/PMC5714346/ /pubmed/29206235 http://dx.doi.org/10.1371/journal.pone.0188723 Text en © 2017 Feng, Kim http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Feng, Yongpan
Kim, Suk Chan
Hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays
title Hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays
title_full Hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays
title_fullStr Hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays
title_full_unstemmed Hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays
title_short Hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays
title_sort hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5714346/
https://www.ncbi.nlm.nih.gov/pubmed/29206235
http://dx.doi.org/10.1371/journal.pone.0188723
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