Energy Efficient Throughput Aware Traffic Load Balancing in Green Cellular Networks

With the augmentation of affordable multimedia wireless gadgets, the ubiquitous availability of the internet access, and the rapid pace of mobile traffic motivate research towards fifth generation (5G) communications to realize energy-efficient cloud radio access networks (C-RAN) with guaranteed qua...

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Main Authors: Abu Jahid, Mohammed H. Alsharif, Peerapong Uthansakul, Jamel Nebhen, Ayman A. Aly
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9462078/
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spelling doaj-894b53fc3ddf404f91aa928d063a9efe2021-06-29T23:01:12ZengIEEEIEEE Access2169-35362021-01-019905879060210.1109/ACCESS.2021.30914999462078Energy Efficient Throughput Aware Traffic Load Balancing in Green Cellular NetworksAbu Jahid0https://orcid.org/0000-0002-7942-3801Mohammed H. Alsharif1https://orcid.org/0000-0001-8579-5444Peerapong Uthansakul2https://orcid.org/0000-0002-7108-9263Jamel Nebhen3https://orcid.org/0000-0002-8610-3451Ayman A. Aly4School of Electrical and Computer Engineering, University of Ottawa, Ottawa, ON, CanadaDepartment of Electrical Engineering, College of Electronics and Information Engineering, Sejong University, Seoul, South KoreaSchool of Telecommunication Engineering, Suranaree University of Technology, Nakhon Ratchasima, ThailandCollege of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi ArabiaDepartment of Mechanical Engineering, College of Engineering, Taif University, Taif, Saudi ArabiaWith the augmentation of affordable multimedia wireless gadgets, the ubiquitous availability of the internet access, and the rapid pace of mobile traffic motivate research towards fifth generation (5G) communications to realize energy-efficient cloud radio access networks (C-RAN) with guaranteed quality of experience. Exploiting green energy harvesting for powering the C-RAN substantially alleviates the energy procurement from the utility grid, carbon footprint, and operational expenses. In this paper, we propose a new dynamic point selection coordinated multipoint (DPS CoMP) based load balancing paradigm emphasizing achievable throughput and energy efficiency (EE) by reducing utility grid consumption from a network level perspective. This paper investigates the radio efficiency, EE, and average on-grid energy saving addressing the key challenges of tempo-spatial dynamics of traffic intensity and renewable energy (RE) generation under a wide range of network setup. Endeavoring load balancing technique strives a balance in network utilities such as green energy utilization and user association based on BS coordination technique in a cluster. Provision of cell sleep approach is contemplated for further energy saving by turning off lightly loaded base stations (BSs) during low traffic arrivals. The proposed CoMP based load balancing algorithm proficiently manages resource block allocation to the new users and elevated the energy efficiency over the conventional location and traffic centric mechanisms. Extensive system-level simulations manifest that the suggested framework enables an adjustable trade-off between radio efficiency and EE, and saves 22% on-grid power consumption and increases EE index by 32%. Afterward, an exhaustive comparison of the proposed method with the existing schemes is pledged for further validation highlighting sustainable 5G wireless systems.https://ieeexplore.ieee.org/document/9462078/Energy efficiencycoordinated multipointhybrid power supplycentralized RANload balancingcell zooming
collection DOAJ
language English
format Article
sources DOAJ
author Abu Jahid
Mohammed H. Alsharif
Peerapong Uthansakul
Jamel Nebhen
Ayman A. Aly
spellingShingle Abu Jahid
Mohammed H. Alsharif
Peerapong Uthansakul
Jamel Nebhen
Ayman A. Aly
Energy Efficient Throughput Aware Traffic Load Balancing in Green Cellular Networks
IEEE Access
Energy efficiency
coordinated multipoint
hybrid power supply
centralized RAN
load balancing
cell zooming
author_facet Abu Jahid
Mohammed H. Alsharif
Peerapong Uthansakul
Jamel Nebhen
Ayman A. Aly
author_sort Abu Jahid
title Energy Efficient Throughput Aware Traffic Load Balancing in Green Cellular Networks
title_short Energy Efficient Throughput Aware Traffic Load Balancing in Green Cellular Networks
title_full Energy Efficient Throughput Aware Traffic Load Balancing in Green Cellular Networks
title_fullStr Energy Efficient Throughput Aware Traffic Load Balancing in Green Cellular Networks
title_full_unstemmed Energy Efficient Throughput Aware Traffic Load Balancing in Green Cellular Networks
title_sort energy efficient throughput aware traffic load balancing in green cellular networks
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description With the augmentation of affordable multimedia wireless gadgets, the ubiquitous availability of the internet access, and the rapid pace of mobile traffic motivate research towards fifth generation (5G) communications to realize energy-efficient cloud radio access networks (C-RAN) with guaranteed quality of experience. Exploiting green energy harvesting for powering the C-RAN substantially alleviates the energy procurement from the utility grid, carbon footprint, and operational expenses. In this paper, we propose a new dynamic point selection coordinated multipoint (DPS CoMP) based load balancing paradigm emphasizing achievable throughput and energy efficiency (EE) by reducing utility grid consumption from a network level perspective. This paper investigates the radio efficiency, EE, and average on-grid energy saving addressing the key challenges of tempo-spatial dynamics of traffic intensity and renewable energy (RE) generation under a wide range of network setup. Endeavoring load balancing technique strives a balance in network utilities such as green energy utilization and user association based on BS coordination technique in a cluster. Provision of cell sleep approach is contemplated for further energy saving by turning off lightly loaded base stations (BSs) during low traffic arrivals. The proposed CoMP based load balancing algorithm proficiently manages resource block allocation to the new users and elevated the energy efficiency over the conventional location and traffic centric mechanisms. Extensive system-level simulations manifest that the suggested framework enables an adjustable trade-off between radio efficiency and EE, and saves 22% on-grid power consumption and increases EE index by 32%. Afterward, an exhaustive comparison of the proposed method with the existing schemes is pledged for further validation highlighting sustainable 5G wireless systems.
topic Energy efficiency
coordinated multipoint
hybrid power supply
centralized RAN
load balancing
cell zooming
url https://ieeexplore.ieee.org/document/9462078/
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AT mohammedhalsharif energyefficientthroughputawaretrafficloadbalancingingreencellularnetworks
AT peeraponguthansakul energyefficientthroughputawaretrafficloadbalancingingreencellularnetworks
AT jamelnebhen energyefficientthroughputawaretrafficloadbalancingingreencellularnetworks
AT aymanaaly energyefficientthroughputawaretrafficloadbalancingingreencellularnetworks
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