Spectral and Energy Efficiencies in mmWave Cellular Networks for Optimal Utilization

Millimeter wave (mmWave) spectrum has been proposed for use in commercial cellular networks to relieve the already severely congested microwave spectrum. Thus, the design of an efficient mmWave cellular network has gained considerable importance and has to take into account regulations imposed by go...

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Main Authors: Abdulbaset M. Hamed, Raveendra K. Rao
Format: Article
Language:English
Published: Hindawi-Wiley 2018-01-01
Series:Wireless Communications and Mobile Computing
Online Access:http://dx.doi.org/10.1155/2018/3097094
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spelling doaj-1c844b6365384605b3875fa230b5cdfc2020-11-24T23:46:18ZengHindawi-WileyWireless Communications and Mobile Computing1530-86691530-86772018-01-01201810.1155/2018/30970943097094Spectral and Energy Efficiencies in mmWave Cellular Networks for Optimal UtilizationAbdulbaset M. Hamed0Raveendra K. Rao1Faculty of Engineering, Department of Electrical and Computer Engineering, University of Western Ontario, London, ON, N6A 5B9, CanadaFaculty of Engineering, Department of Electrical and Computer Engineering, University of Western Ontario, London, ON, N6A 5B9, CanadaMillimeter wave (mmWave) spectrum has been proposed for use in commercial cellular networks to relieve the already severely congested microwave spectrum. Thus, the design of an efficient mmWave cellular network has gained considerable importance and has to take into account regulations imposed by government agencies with regard to global warming and sustainable development. In this paper, a dense mmWave hexagonal cellular network with each cell consisting of a number of smaller cells with their own Base Stations (BSs) is presented as a solution to meet the increasing demand for a variety of high data rate services and growing number of users of cellular networks. Since spectrum and power are critical resources in the design of such a network, a framework is presented that addresses efficient utilization of these resources in mmWave cellular networks in the 28 and 73 GHz bands. These bands are already an integral part of well-known standards such as IEEE 802.15.3c, IEEE 802.11ad, and IEEE 802.16.1. In the analysis, a well-known accurate mmWave channel model for Line of Sight (LOS) and Non-Line of Sight (NLOS) links is used. The cellular network is analyzed in terms of spectral efficiency, bit/s, energy efficiency, bit/J, area spectral efficiency, bit/s/m2, area energy efficiency, bit/J/m2, and network latency, s/bit. These efficiency metrics are illustrated, using Monte Carlo simulation, as a function of Signal-to-Noise Ratio (SNR), channel model parameters, user distance from BS, and BS transmission power. The efficiency metrics for optimum deployment of cellular networks in 28 and 73 GHz bands are identified. Results show that 73 GHz band achieves better spectrum efficiency and the 28 GHz band is superior in terms of energy efficiency. It is observed that while the latter band is expedient for indoor networks, the former band is appropriate for outdoor networks.http://dx.doi.org/10.1155/2018/3097094
collection DOAJ
language English
format Article
sources DOAJ
author Abdulbaset M. Hamed
Raveendra K. Rao
spellingShingle Abdulbaset M. Hamed
Raveendra K. Rao
Spectral and Energy Efficiencies in mmWave Cellular Networks for Optimal Utilization
Wireless Communications and Mobile Computing
author_facet Abdulbaset M. Hamed
Raveendra K. Rao
author_sort Abdulbaset M. Hamed
title Spectral and Energy Efficiencies in mmWave Cellular Networks for Optimal Utilization
title_short Spectral and Energy Efficiencies in mmWave Cellular Networks for Optimal Utilization
title_full Spectral and Energy Efficiencies in mmWave Cellular Networks for Optimal Utilization
title_fullStr Spectral and Energy Efficiencies in mmWave Cellular Networks for Optimal Utilization
title_full_unstemmed Spectral and Energy Efficiencies in mmWave Cellular Networks for Optimal Utilization
title_sort spectral and energy efficiencies in mmwave cellular networks for optimal utilization
publisher Hindawi-Wiley
series Wireless Communications and Mobile Computing
issn 1530-8669
1530-8677
publishDate 2018-01-01
description Millimeter wave (mmWave) spectrum has been proposed for use in commercial cellular networks to relieve the already severely congested microwave spectrum. Thus, the design of an efficient mmWave cellular network has gained considerable importance and has to take into account regulations imposed by government agencies with regard to global warming and sustainable development. In this paper, a dense mmWave hexagonal cellular network with each cell consisting of a number of smaller cells with their own Base Stations (BSs) is presented as a solution to meet the increasing demand for a variety of high data rate services and growing number of users of cellular networks. Since spectrum and power are critical resources in the design of such a network, a framework is presented that addresses efficient utilization of these resources in mmWave cellular networks in the 28 and 73 GHz bands. These bands are already an integral part of well-known standards such as IEEE 802.15.3c, IEEE 802.11ad, and IEEE 802.16.1. In the analysis, a well-known accurate mmWave channel model for Line of Sight (LOS) and Non-Line of Sight (NLOS) links is used. The cellular network is analyzed in terms of spectral efficiency, bit/s, energy efficiency, bit/J, area spectral efficiency, bit/s/m2, area energy efficiency, bit/J/m2, and network latency, s/bit. These efficiency metrics are illustrated, using Monte Carlo simulation, as a function of Signal-to-Noise Ratio (SNR), channel model parameters, user distance from BS, and BS transmission power. The efficiency metrics for optimum deployment of cellular networks in 28 and 73 GHz bands are identified. Results show that 73 GHz band achieves better spectrum efficiency and the 28 GHz band is superior in terms of energy efficiency. It is observed that while the latter band is expedient for indoor networks, the former band is appropriate for outdoor networks.
url http://dx.doi.org/10.1155/2018/3097094
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