Energy Efficient Uplink Transmission in Cooperative mmWave NOMA Networks With Wireless Power Transfer

In 5G wireless networks, cooperative non-orthogonal multiple access (NOMA) and wireless power transfer (WPT) are efficient ways to improve the spectral efficiency (SE) and energy efficiency (EE). In this paper, a new cooperative NOMA scheme with WPT is proposed, where EE optimization with a constrai...

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Vydané v:	IEEE transactions on vehicular technology Ročník 71; číslo 1; s. 391 - 405
Hlavní autori:	Khazali, Azadeh, Tarchi, Daniele, Shayesteh, Mahrokh G., Kalbkhani, Hashem, Bozorgchenani, Arash
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.01.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	5G mobile communication Array signal processing Bat algorithm cooperative NOMA Decoupling Effectiveness Efficiency energy efficiency Energy harvesting Heuristic methods Iterative algorithms Mathematical analysis Millimeter waves mmWave network NOMA Nonorthogonal multiple access Optimization Outages Resource management spectral efficiency Uplink Wireless communication Wireless networks wireless power transfer Wireless power transmission
ISSN:	0018-9545, 1939-9359
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Abstract	In 5G wireless networks, cooperative non-orthogonal multiple access (NOMA) and wireless power transfer (WPT) are efficient ways to improve the spectral efficiency (SE) and energy efficiency (EE). In this paper, a new cooperative NOMA scheme with WPT is proposed, where EE optimization with a constrained maximum transmit power and minimum required SE is considered for the user grouping and transmit power allocation of users. We obtain a sub-optimal solution by decoupling the original problem in two sub-problems: an iterative algorithm is considered for the user grouping, while, in addition, we utilize the Bat Algorithm (BA) for solving the power allocation problem, where BA was proved to be able to achieve a higher accuracy and efficiency with respect to other meta-heuristic algorithms. Furthermore, to validate the performance of the proposed system, analytical expressions for the energy outage probability and outage probability of users are derived, confirming the effectiveness of the simulation results. It is demonstrated that the proposed cooperative NOMA with WPT offers a considerable improvement in terms of SE and EE of the network compared to other methods. Finally, the effectiveness of BA in solving the EE optimization problem is demonstrated through a high convergence speed by comparing it with other methods.
AbstractList	In 5G wireless networks, cooperative non-orthogonal multiple access (NOMA) and wireless power transfer (WPT) are efficient ways to improve the spectral efficiency (SE) and energy efficiency (EE). In this paper, a new cooperative NOMA scheme with WPT is proposed, where EE optimization with a constrained maximum transmit power and minimum required SE is considered for the user grouping and transmit power allocation of users. We obtain a sub-optimal solution by decoupling the original problem in two sub-problems: an iterative algorithm is considered for the user grouping, while, in addition, we utilize the Bat Algorithm (BA) for solving the power allocation problem, where BA was proved to be able to achieve a higher accuracy and efficiency with respect to other meta-heuristic algorithms. Furthermore, to validate the performance of the proposed system, analytical expressions for the energy outage probability and outage probability of users are derived, confirming the effectiveness of the simulation results. It is demonstrated that the proposed cooperative NOMA with WPT offers a considerable improvement in terms of SE and EE of the network compared to other methods. Finally, the effectiveness of BA in solving the EE optimization problem is demonstrated through a high convergence speed by comparing it with other methods.
Author	Kalbkhani, Hashem Bozorgchenani, Arash Tarchi, Daniele Khazali, Azadeh Shayesteh, Mahrokh G.
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SubjectTerms	5G mobile communication Array signal processing Bat algorithm cooperative NOMA Decoupling Effectiveness Efficiency energy efficiency Energy harvesting Heuristic methods Iterative algorithms Mathematical analysis Millimeter waves mmWave network NOMA Nonorthogonal multiple access Optimization Outages Resource management spectral efficiency Uplink Wireless communication Wireless networks wireless power transfer Wireless power transmission
Title	Energy Efficient Uplink Transmission in Cooperative mmWave NOMA Networks With Wireless Power Transfer
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