Robust Hybrid Beamforming Scheme for Millimeter-Wave Massive-MIMO 5G Wireless Networks

Wireless networks employing millimeter-wave (mmWave) and Massive Multiple-Input Multiple-Output (MIMO) technologies are a key approach to boost network capacity, coverage, and quality of service (QoS) for future communications. They deploy symmetric antennas on a large scale in order to enhance the...

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Main Authors: Saleem Latteef Mohammed, Mohammed H. Alsharif, Sadik Kamel Gharghan, Imran Khan, Mahmoud Albreem
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/11/11/1424
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spelling doaj-ddd7db66bc7745d182c813d1cedbc1c72020-11-25T01:33:25ZengMDPI AGSymmetry2073-89942019-11-011111142410.3390/sym11111424sym11111424Robust Hybrid Beamforming Scheme for Millimeter-Wave Massive-MIMO 5G Wireless NetworksSaleem Latteef Mohammed0Mohammed H. Alsharif1Sadik Kamel Gharghan2Imran Khan3Mahmoud Albreem4Department of Medical Instrumentation Techniques Engineering, Electrical Engineering Technical College, Middle Technical University, Baghdad 10013, IraqDepartment of Electrical Engineering, College of Electronics and Information Engineering, Sejong University, 209 Neungdong-ro, Gwangjin-gu, Seoul 05006, KoreaDepartment of Medical Instrumentation Techniques Engineering, Electrical Engineering Technical College, Middle Technical University, Baghdad 10013, IraqDepartment of Electrical Engineering, University of Engineering & Technology, Peshawar 814 KPK, PakistanDepartment of Electronics and Communication Engineering, A’Sharqiyah University, Ibra 400, OmanWireless networks employing millimeter-wave (mmWave) and Massive Multiple-Input Multiple-Output (MIMO) technologies are a key approach to boost network capacity, coverage, and quality of service (QoS) for future communications. They deploy symmetric antennas on a large scale in order to enhance the system throughput and data rate. However, increasing the number of antennas and Radio Frequency (RF) chains results in high computational complexity and more energy requirements. Therefore, to solve these problems, this paper proposes a low-complexity hybrid beamforming scheme for mmWave Massive-MIMO 5G wireless networks. The proposed algorithm is on the basis of alternating the minimum mean square error (Alt-MMSE) hybrid beamforming technique in which the orthogonal properties of the digital matrix were designed, and then the MSE of the transmitted and received signal was reduced. The phase of the analog matrix was obtained from the updated digital matrix. Simulation results showed that the proposed hybrid beamforming algorithm had better performance than existing state-of-the-art algorithms, and similar performance with the optimal digital precoding algorithm.https://www.mdpi.com/2073-8994/11/11/1424massive mimoprecoding schemehybrid beamformingmmwaverf chain
collection DOAJ
language English
format Article
sources DOAJ
author Saleem Latteef Mohammed
Mohammed H. Alsharif
Sadik Kamel Gharghan
Imran Khan
Mahmoud Albreem
spellingShingle Saleem Latteef Mohammed
Mohammed H. Alsharif
Sadik Kamel Gharghan
Imran Khan
Mahmoud Albreem
Robust Hybrid Beamforming Scheme for Millimeter-Wave Massive-MIMO 5G Wireless Networks
Symmetry
massive mimo
precoding scheme
hybrid beamforming
mmwave
rf chain
author_facet Saleem Latteef Mohammed
Mohammed H. Alsharif
Sadik Kamel Gharghan
Imran Khan
Mahmoud Albreem
author_sort Saleem Latteef Mohammed
title Robust Hybrid Beamforming Scheme for Millimeter-Wave Massive-MIMO 5G Wireless Networks
title_short Robust Hybrid Beamforming Scheme for Millimeter-Wave Massive-MIMO 5G Wireless Networks
title_full Robust Hybrid Beamforming Scheme for Millimeter-Wave Massive-MIMO 5G Wireless Networks
title_fullStr Robust Hybrid Beamforming Scheme for Millimeter-Wave Massive-MIMO 5G Wireless Networks
title_full_unstemmed Robust Hybrid Beamforming Scheme for Millimeter-Wave Massive-MIMO 5G Wireless Networks
title_sort robust hybrid beamforming scheme for millimeter-wave massive-mimo 5g wireless networks
publisher MDPI AG
series Symmetry
issn 2073-8994
publishDate 2019-11-01
description Wireless networks employing millimeter-wave (mmWave) and Massive Multiple-Input Multiple-Output (MIMO) technologies are a key approach to boost network capacity, coverage, and quality of service (QoS) for future communications. They deploy symmetric antennas on a large scale in order to enhance the system throughput and data rate. However, increasing the number of antennas and Radio Frequency (RF) chains results in high computational complexity and more energy requirements. Therefore, to solve these problems, this paper proposes a low-complexity hybrid beamforming scheme for mmWave Massive-MIMO 5G wireless networks. The proposed algorithm is on the basis of alternating the minimum mean square error (Alt-MMSE) hybrid beamforming technique in which the orthogonal properties of the digital matrix were designed, and then the MSE of the transmitted and received signal was reduced. The phase of the analog matrix was obtained from the updated digital matrix. Simulation results showed that the proposed hybrid beamforming algorithm had better performance than existing state-of-the-art algorithms, and similar performance with the optimal digital precoding algorithm.
topic massive mimo
precoding scheme
hybrid beamforming
mmwave
rf chain
url https://www.mdpi.com/2073-8994/11/11/1424
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