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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5714346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT fengyongpan hybridprecodingbasedonmatrixadaptivemethodformultiuserlargescaleantennaarrays AT kimsukchan hybridprecodingbasedonmatrixadaptivemethodformultiuserlargescaleantennaarrays |