Non-Orthogonal Radio Resource Management for RF Energy Harvested 5G Networks

Fifth generation (5G) networks are expected to support a large number of devices, provide spectral efficiency and energy efficiency. Non-orthogonal multiple access (NOMA) has been recently investigated to accommodate a large number of devices as well as spectral efficiency. On the other hand, energy...

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Main Authors: Mehak Basharat, Muhammad Naeem, Waleed Ejaz, Asad Masood Khattak, Alagan Anpalagan, Omar Alfandi, Hyung Seok Kim
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8680633/
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spelling doaj-8d4926915b9f4699a1ec753a1a570c302021-03-29T22:42:17ZengIEEEIEEE Access2169-35362019-01-017465504656110.1109/ACCESS.2019.29089478680633Non-Orthogonal Radio Resource Management for RF Energy Harvested 5G NetworksMehak Basharat0Muhammad Naeem1Waleed Ejaz2https://orcid.org/0000-0002-6289-1406Asad Masood Khattak3Alagan Anpalagan4https://orcid.org/0000-0002-6646-6052Omar Alfandi5Hyung Seok Kim6Department of Electrical and Computer Engineering, Ryerson University, Toronto, ON, CanadaDepartment of Electrical and Computer Engineering, Ryerson University, Toronto, ON, CanadaDepartment of Applied Science & Engineering, Thompson Rivers University, Kamloops, BC, CanadaCollege of Technological Innovation, Zayed University, Abu Dhabi, United Arab EmiratesDepartment of Electrical and Computer Engineering, Ryerson University, Toronto, ON, CanadaCollege of Technological Innovation, Zayed University, Abu Dhabi, United Arab EmiratesDepartment of Information and Communication Engineering, Sejong University, Seoul, South KoreaFifth generation (5G) networks are expected to support a large number of devices, provide spectral efficiency and energy efficiency. Non-orthogonal multiple access (NOMA) has been recently investigated to accommodate a large number of devices as well as spectral efficiency. On the other hand, energy efficiency in 5G networks can be addressed using energy harvesting. In this paper, we investigate NOMA in 5G networks with RF energy harvesting to maximize the number of admitted users as well as system throughput. We model a mathematical framework to optimize user grouping, power allocation, and time allocation for information transfer and energy harvesting while satisfying the minimum data rate and transmit power requirements of users. The proposed framework for optimization is a mixed integer non-linear programming problem. The mesh adaptive direct search (MADS) algorithm is adopted to find solution of the proposed framework. The MADS algorithm provides an epsilon optimal solution. The exhaustive search algorithm is used as a bench mark. Finally, the effectiveness of the proposed framework is supported by simulation results.https://ieeexplore.ieee.org/document/8680633/5G networksenergy harvestingnon-orthogonal multiple access (NOMA)power allocationtime allocationuser grouping
collection DOAJ
language English
format Article
sources DOAJ
author Mehak Basharat
Muhammad Naeem
Waleed Ejaz
Asad Masood Khattak
Alagan Anpalagan
Omar Alfandi
Hyung Seok Kim
spellingShingle Mehak Basharat
Muhammad Naeem
Waleed Ejaz
Asad Masood Khattak
Alagan Anpalagan
Omar Alfandi
Hyung Seok Kim
Non-Orthogonal Radio Resource Management for RF Energy Harvested 5G Networks
IEEE Access
5G networks
energy harvesting
non-orthogonal multiple access (NOMA)
power allocation
time allocation
user grouping
author_facet Mehak Basharat
Muhammad Naeem
Waleed Ejaz
Asad Masood Khattak
Alagan Anpalagan
Omar Alfandi
Hyung Seok Kim
author_sort Mehak Basharat
title Non-Orthogonal Radio Resource Management for RF Energy Harvested 5G Networks
title_short Non-Orthogonal Radio Resource Management for RF Energy Harvested 5G Networks
title_full Non-Orthogonal Radio Resource Management for RF Energy Harvested 5G Networks
title_fullStr Non-Orthogonal Radio Resource Management for RF Energy Harvested 5G Networks
title_full_unstemmed Non-Orthogonal Radio Resource Management for RF Energy Harvested 5G Networks
title_sort non-orthogonal radio resource management for rf energy harvested 5g networks
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Fifth generation (5G) networks are expected to support a large number of devices, provide spectral efficiency and energy efficiency. Non-orthogonal multiple access (NOMA) has been recently investigated to accommodate a large number of devices as well as spectral efficiency. On the other hand, energy efficiency in 5G networks can be addressed using energy harvesting. In this paper, we investigate NOMA in 5G networks with RF energy harvesting to maximize the number of admitted users as well as system throughput. We model a mathematical framework to optimize user grouping, power allocation, and time allocation for information transfer and energy harvesting while satisfying the minimum data rate and transmit power requirements of users. The proposed framework for optimization is a mixed integer non-linear programming problem. The mesh adaptive direct search (MADS) algorithm is adopted to find solution of the proposed framework. The MADS algorithm provides an epsilon optimal solution. The exhaustive search algorithm is used as a bench mark. Finally, the effectiveness of the proposed framework is supported by simulation results.
topic 5G networks
energy harvesting
non-orthogonal multiple access (NOMA)
power allocation
time allocation
user grouping
url https://ieeexplore.ieee.org/document/8680633/
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AT alagananpalagan nonorthogonalradioresourcemanagementforrfenergyharvested5gnetworks
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