On the Design of RD-MIMO: Spatial Multiplexing Versus Opportunistic Transmission Schemes

In this work, we focus on the implementation of reconfigurable distributed multiple-input multiple-output (RD-MIMO) schemes in practical communication environment. Considering RD-MIMO schemes, we raise an original research question, i.e., under what scenario whether we should recruit-then-transmit t...

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Main Authors: Tri Nhu Do, Zygmunt J. Haas
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8974614/
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spelling doaj-65319883137d4789895fac822b7643392021-03-30T01:10:26ZengIEEEIEEE Access2169-35362020-01-018227332274710.1109/ACCESS.2020.29700498974614On the Design of RD-MIMO: Spatial Multiplexing Versus Opportunistic Transmission SchemesTri Nhu Do0https://orcid.org/0000-0002-9857-6723Zygmunt J. Haas1Department of Computer Science, The University of Texas at Dallas, Richardson, TX, USADepartment of Computer Science, The University of Texas at Dallas, Richardson, TX, USAIn this work, we focus on the implementation of reconfigurable distributed multiple-input multiple-output (RD-MIMO) schemes in practical communication environment. Considering RD-MIMO schemes, we raise an original research question, i.e., under what scenario whether we should recruit-then-transmit to multiple mobile receivers simultaneously or just recruit-then-transmit to one best selected mobile receiver. To address this question, we design a spatial multiplexing RD-MIMO (SM-RD-MIMO) scheme and an opportunistic RD-MIMO (O-RD-MIMO) scheme for the scenario of multiuser communication and that of one single best user communication, respectively. Aiming at the practical implementation of the RD-MIMO schemes, we choose zero-forcing (ZF) and maximal ratio transmitting (MRT) as beamforming strategies for the SM-RD-MIMO scheme and the O-RD-MIMO scheme, respectively. To evaluate the performance of the proposed schemes, we formulate sum rate maximization problems and solve the formulated problems analytically under some specific network settings. Through analytical and numerical examples, we show that the SM-RD-MIMO scheme outperforms the O-RD-MIMO scheme at moderate and high transmit signal-to-noise ratio (SNR) regimes, and vice versa at low transmit SNR regime. In addition, via numerical results, we provide a new finding that the ZF precoding under dynamic transmit power threshold-based per transmitter power constraint (PTPC) gives the same performance as that of the ZF precoding under sum power constraint (SPC).https://ieeexplore.ieee.org/document/8974614/Multiple-input multiple-output (MIMO)reconfigurable distributed MIMO (RD-MIMO)spatial multiplexingzero-forcing (ZF)maximal ratio transmitting (MRT)
collection DOAJ
language English
format Article
sources DOAJ
author Tri Nhu Do
Zygmunt J. Haas
spellingShingle Tri Nhu Do
Zygmunt J. Haas
On the Design of RD-MIMO: Spatial Multiplexing Versus Opportunistic Transmission Schemes
IEEE Access
Multiple-input multiple-output (MIMO)
reconfigurable distributed MIMO (RD-MIMO)
spatial multiplexing
zero-forcing (ZF)
maximal ratio transmitting (MRT)
author_facet Tri Nhu Do
Zygmunt J. Haas
author_sort Tri Nhu Do
title On the Design of RD-MIMO: Spatial Multiplexing Versus Opportunistic Transmission Schemes
title_short On the Design of RD-MIMO: Spatial Multiplexing Versus Opportunistic Transmission Schemes
title_full On the Design of RD-MIMO: Spatial Multiplexing Versus Opportunistic Transmission Schemes
title_fullStr On the Design of RD-MIMO: Spatial Multiplexing Versus Opportunistic Transmission Schemes
title_full_unstemmed On the Design of RD-MIMO: Spatial Multiplexing Versus Opportunistic Transmission Schemes
title_sort on the design of rd-mimo: spatial multiplexing versus opportunistic transmission schemes
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description In this work, we focus on the implementation of reconfigurable distributed multiple-input multiple-output (RD-MIMO) schemes in practical communication environment. Considering RD-MIMO schemes, we raise an original research question, i.e., under what scenario whether we should recruit-then-transmit to multiple mobile receivers simultaneously or just recruit-then-transmit to one best selected mobile receiver. To address this question, we design a spatial multiplexing RD-MIMO (SM-RD-MIMO) scheme and an opportunistic RD-MIMO (O-RD-MIMO) scheme for the scenario of multiuser communication and that of one single best user communication, respectively. Aiming at the practical implementation of the RD-MIMO schemes, we choose zero-forcing (ZF) and maximal ratio transmitting (MRT) as beamforming strategies for the SM-RD-MIMO scheme and the O-RD-MIMO scheme, respectively. To evaluate the performance of the proposed schemes, we formulate sum rate maximization problems and solve the formulated problems analytically under some specific network settings. Through analytical and numerical examples, we show that the SM-RD-MIMO scheme outperforms the O-RD-MIMO scheme at moderate and high transmit signal-to-noise ratio (SNR) regimes, and vice versa at low transmit SNR regime. In addition, via numerical results, we provide a new finding that the ZF precoding under dynamic transmit power threshold-based per transmitter power constraint (PTPC) gives the same performance as that of the ZF precoding under sum power constraint (SPC).
topic Multiple-input multiple-output (MIMO)
reconfigurable distributed MIMO (RD-MIMO)
spatial multiplexing
zero-forcing (ZF)
maximal ratio transmitting (MRT)
url https://ieeexplore.ieee.org/document/8974614/
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