On the energy/spectral efficiency of multi-user full-duplex massive MIMO systems with power control

Abstract In this paper, we consider a multi-user full-duplex (FD) massive multiple-input multiple-output (MIMO) system. The FD base station (BS) is equipped with large-scale antenna arrays, while each FD user is equipped with two antennas (one for transmission and the other one for reception). We as...

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Main Authors: Ximing Wang, Dongmei Zhang, Kui Xu, Wenfeng Ma
Format: Article
Language:English
Published: SpringerOpen 2017-05-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13638-017-0864-9
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spelling doaj-c2dcad04c21744aa8db29be99d2d624d2020-11-24T21:14:28ZengSpringerOpenEURASIP Journal on Wireless Communications and Networking1687-14992017-05-012017111710.1186/s13638-017-0864-9On the energy/spectral efficiency of multi-user full-duplex massive MIMO systems with power controlXiming Wang0Dongmei Zhang1Kui Xu2Wenfeng Ma3Institute of Communication Engineering, PLA University of Science and TechnologyInstitute of Communication Engineering, PLA University of Science and TechnologyInstitute of Communication Engineering, PLA University of Science and TechnologyInstitute of Communication Engineering, PLA University of Science and TechnologyAbstract In this paper, we consider a multi-user full-duplex (FD) massive multiple-input multiple-output (MIMO) system. The FD base station (BS) is equipped with large-scale antenna arrays, while each FD user is equipped with two antennas (one for transmission and the other one for reception). We assume that the channel state information (CSI) is imperfect, and no instantaneous CSI of loop interference (LI) channel is obtained. On the basis of low-complexity uplink beamforming and downlink precoding techniques, i.e. maximum-ratio combining/maximum-ratio transmission (MRC/MRT) and zero-forcing reception/zero-forcing transmission (ZFR/ZFT), the asymptotic expressions of signal-to-interference-plus-noise ratio (SINR) of uplink and downlink are derived respectively when the number of antennas of the BS tends to infinity. Based on the asymptotic SINR expressions, we first analyse the spectral efficiency (SE) performance assuming that the generalized power scaling scenario is adopted. Through the theoretical derivation, it is shown that the detrimental impact of the LI can be eliminated by the very large number of antennas at the BS if the power scaling scenario is appropriately applied, as well as the interference caused by the imperfect channel estimation, the multi-user interference (MUI) and inter-user interference (IUI). Then, we propose power allocation (PA) scenarios to maximize the energy efficiency (EE) and the sum SE with the constraint of maximum powers at the BS and users. The simulation results verify the accuracy of the asymptotic method, we also validate the effectiveness of the EE and the sum SE maximization PA algorithms. We show that adopting the PA scheme to maximize the sum SE can make the multi-user FD massive MIMO system outperform the half-duplex (HD) counterpart regardless of the level of LI.http://link.springer.com/article/10.1186/s13638-017-0864-9Multi-userFull duplexImperfect channel state information (CSI)Maximum-ratio combining/maximum-ratio transmission (MRC/MRT)Zero-forcing reception/zero-forcing transmission (ZFR/ZFT)Power scaling
collection DOAJ
language English
format Article
sources DOAJ
author Ximing Wang
Dongmei Zhang
Kui Xu
Wenfeng Ma
spellingShingle Ximing Wang
Dongmei Zhang
Kui Xu
Wenfeng Ma
On the energy/spectral efficiency of multi-user full-duplex massive MIMO systems with power control
EURASIP Journal on Wireless Communications and Networking
Multi-user
Full duplex
Imperfect channel state information (CSI)
Maximum-ratio combining/maximum-ratio transmission (MRC/MRT)
Zero-forcing reception/zero-forcing transmission (ZFR/ZFT)
Power scaling
author_facet Ximing Wang
Dongmei Zhang
Kui Xu
Wenfeng Ma
author_sort Ximing Wang
title On the energy/spectral efficiency of multi-user full-duplex massive MIMO systems with power control
title_short On the energy/spectral efficiency of multi-user full-duplex massive MIMO systems with power control
title_full On the energy/spectral efficiency of multi-user full-duplex massive MIMO systems with power control
title_fullStr On the energy/spectral efficiency of multi-user full-duplex massive MIMO systems with power control
title_full_unstemmed On the energy/spectral efficiency of multi-user full-duplex massive MIMO systems with power control
title_sort on the energy/spectral efficiency of multi-user full-duplex massive mimo systems with power control
publisher SpringerOpen
series EURASIP Journal on Wireless Communications and Networking
issn 1687-1499
publishDate 2017-05-01
description Abstract In this paper, we consider a multi-user full-duplex (FD) massive multiple-input multiple-output (MIMO) system. The FD base station (BS) is equipped with large-scale antenna arrays, while each FD user is equipped with two antennas (one for transmission and the other one for reception). We assume that the channel state information (CSI) is imperfect, and no instantaneous CSI of loop interference (LI) channel is obtained. On the basis of low-complexity uplink beamforming and downlink precoding techniques, i.e. maximum-ratio combining/maximum-ratio transmission (MRC/MRT) and zero-forcing reception/zero-forcing transmission (ZFR/ZFT), the asymptotic expressions of signal-to-interference-plus-noise ratio (SINR) of uplink and downlink are derived respectively when the number of antennas of the BS tends to infinity. Based on the asymptotic SINR expressions, we first analyse the spectral efficiency (SE) performance assuming that the generalized power scaling scenario is adopted. Through the theoretical derivation, it is shown that the detrimental impact of the LI can be eliminated by the very large number of antennas at the BS if the power scaling scenario is appropriately applied, as well as the interference caused by the imperfect channel estimation, the multi-user interference (MUI) and inter-user interference (IUI). Then, we propose power allocation (PA) scenarios to maximize the energy efficiency (EE) and the sum SE with the constraint of maximum powers at the BS and users. The simulation results verify the accuracy of the asymptotic method, we also validate the effectiveness of the EE and the sum SE maximization PA algorithms. We show that adopting the PA scheme to maximize the sum SE can make the multi-user FD massive MIMO system outperform the half-duplex (HD) counterpart regardless of the level of LI.
topic Multi-user
Full duplex
Imperfect channel state information (CSI)
Maximum-ratio combining/maximum-ratio transmission (MRC/MRT)
Zero-forcing reception/zero-forcing transmission (ZFR/ZFT)
Power scaling
url http://link.springer.com/article/10.1186/s13638-017-0864-9
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