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Accurate Performance Analysis of Coded Large-Scale Multiuser MIMO Systems with MMSE Receivers

In this paper, we estimate the uplink performance of large-scale multi-user multiple-input multiple-output (MIMO) networks. By applying minimum-mean-square-error (MMSE) detection, a novel statistical distribution of the signal-to-interference-plus-noise ratio (SINR) for any user is derived, for path...

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Detalles Bibliográficos
Autores principales: Zhai, Kai, Ma, Zheng, Lei, Xianfu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650960/
https://www.ncbi.nlm.nih.gov/pubmed/31261778
http://dx.doi.org/10.3390/s19132884
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author Zhai, Kai
Ma, Zheng
Lei, Xianfu
author_facet Zhai, Kai
Ma, Zheng
Lei, Xianfu
author_sort Zhai, Kai
collection PubMed
description In this paper, we estimate the uplink performance of large-scale multi-user multiple-input multiple-output (MIMO) networks. By applying minimum-mean-square-error (MMSE) detection, a novel statistical distribution of the signal-to-interference-plus-noise ratio (SINR) for any user is derived, for path loss, shadowing and Rayleigh fading. Suppose that the channel state information is perfectly known at the base station. Then, we derive the analytical expressions for the pairwise error probability (PEP) of the massive multiuser MMSE–MIMO systems, based on which we further obtain the upper bound of the bit error rate (BER). The analytical results are validated successfully through simulations for all cases.
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spelling pubmed-66509602019-08-07 Accurate Performance Analysis of Coded Large-Scale Multiuser MIMO Systems with MMSE Receivers Zhai, Kai Ma, Zheng Lei, Xianfu Sensors (Basel) Article In this paper, we estimate the uplink performance of large-scale multi-user multiple-input multiple-output (MIMO) networks. By applying minimum-mean-square-error (MMSE) detection, a novel statistical distribution of the signal-to-interference-plus-noise ratio (SINR) for any user is derived, for path loss, shadowing and Rayleigh fading. Suppose that the channel state information is perfectly known at the base station. Then, we derive the analytical expressions for the pairwise error probability (PEP) of the massive multiuser MMSE–MIMO systems, based on which we further obtain the upper bound of the bit error rate (BER). The analytical results are validated successfully through simulations for all cases. MDPI 2019-06-28 /pmc/articles/PMC6650960/ /pubmed/31261778 http://dx.doi.org/10.3390/s19132884 Text en © 2019 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
Zhai, Kai
Ma, Zheng
Lei, Xianfu
Accurate Performance Analysis of Coded Large-Scale Multiuser MIMO Systems with MMSE Receivers
title Accurate Performance Analysis of Coded Large-Scale Multiuser MIMO Systems with MMSE Receivers
title_full Accurate Performance Analysis of Coded Large-Scale Multiuser MIMO Systems with MMSE Receivers
title_fullStr Accurate Performance Analysis of Coded Large-Scale Multiuser MIMO Systems with MMSE Receivers
title_full_unstemmed Accurate Performance Analysis of Coded Large-Scale Multiuser MIMO Systems with MMSE Receivers
title_short Accurate Performance Analysis of Coded Large-Scale Multiuser MIMO Systems with MMSE Receivers
title_sort accurate performance analysis of coded large-scale multiuser mimo systems with mmse receivers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650960/
https://www.ncbi.nlm.nih.gov/pubmed/31261778
http://dx.doi.org/10.3390/s19132884
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