Analytical Performance Evaluation of MRC Receivers in Massive MIMO Systems

In recent years, massive or large-scale multiple-input multiple-output (MIMO) systems that rely on very large antenna arrays have become a hot topic of research in the field of wireless communications. This is in part due to the nearly optimum performance and relative simplicity of massive MIMO line...

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Main Authors: Jamal Beiranvand, Hamid Meghdadi
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8472883/
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spelling doaj-0f3259ecab674f64bb2c9e25d05cf85d2021-03-29T21:15:56ZengIEEEIEEE Access2169-35362018-01-016532265323410.1109/ACCESS.2018.28667958472883Analytical Performance Evaluation of MRC Receivers in Massive MIMO SystemsJamal Beiranvand0Hamid Meghdadi1https://orcid.org/0000-0001-6284-5285Semnan University, Semnan, IranSemnan University, Semnan, IranIn recent years, massive or large-scale multiple-input multiple-output (MIMO) systems that rely on very large antenna arrays have become a hot topic of research in the field of wireless communications. This is in part due to the nearly optimum performance and relative simplicity of massive MIMO linear receivers and transmitters. This paper investigates the performance of maximum-ratio combining linear receivers in massive MIMO communication systems in terms of signal-to-interference-plus-noise ratio (SINR), bit error rate (BER), and outage probability. The probability density function (PDF) of SINR is analytically calculated for the first time and verified by simulation. Due to its complexity, the use of obtained analytical expression for performance evaluation purposes is prohibitive. Hence, this PDF is approximated by a gamma distribution and the resulting expression is used to evaluate the outage probability and the BER performance of the receiver.https://ieeexplore.ieee.org/document/8472883/Massive MIMO systemsmaximum-ratio-combining (MRC) receiversprobability density functionsignal-to-interference-plus-noise ratio
collection DOAJ
language English
format Article
sources DOAJ
author Jamal Beiranvand
Hamid Meghdadi
spellingShingle Jamal Beiranvand
Hamid Meghdadi
Analytical Performance Evaluation of MRC Receivers in Massive MIMO Systems
IEEE Access
Massive MIMO systems
maximum-ratio-combining (MRC) receivers
probability density function
signal-to-interference-plus-noise ratio
author_facet Jamal Beiranvand
Hamid Meghdadi
author_sort Jamal Beiranvand
title Analytical Performance Evaluation of MRC Receivers in Massive MIMO Systems
title_short Analytical Performance Evaluation of MRC Receivers in Massive MIMO Systems
title_full Analytical Performance Evaluation of MRC Receivers in Massive MIMO Systems
title_fullStr Analytical Performance Evaluation of MRC Receivers in Massive MIMO Systems
title_full_unstemmed Analytical Performance Evaluation of MRC Receivers in Massive MIMO Systems
title_sort analytical performance evaluation of mrc receivers in massive mimo systems
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description In recent years, massive or large-scale multiple-input multiple-output (MIMO) systems that rely on very large antenna arrays have become a hot topic of research in the field of wireless communications. This is in part due to the nearly optimum performance and relative simplicity of massive MIMO linear receivers and transmitters. This paper investigates the performance of maximum-ratio combining linear receivers in massive MIMO communication systems in terms of signal-to-interference-plus-noise ratio (SINR), bit error rate (BER), and outage probability. The probability density function (PDF) of SINR is analytically calculated for the first time and verified by simulation. Due to its complexity, the use of obtained analytical expression for performance evaluation purposes is prohibitive. Hence, this PDF is approximated by a gamma distribution and the resulting expression is used to evaluate the outage probability and the BER performance of the receiver.
topic Massive MIMO systems
maximum-ratio-combining (MRC) receivers
probability density function
signal-to-interference-plus-noise ratio
url https://ieeexplore.ieee.org/document/8472883/
work_keys_str_mv AT jamalbeiranvand analyticalperformanceevaluationofmrcreceiversinmassivemimosystems
AT hamidmeghdadi analyticalperformanceevaluationofmrcreceiversinmassivemimosystems
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