Deep learning aided NOMA for user fairness in 5G

KF Shamna, CI Siyad, S Tamilselven… - 2020 7th International …, 2020 - ieeexplore.ieee.org
User fairness is an important consideration for the upcoming wireless communication
systems. Non Orthogonal Multiple Access (NOMA) is a potential promoter of fifth-generation …

Fairness Optimization with Guaranteed QoS in Underlay NOMA for 5G Networks

E Raeisidehkordi, H Bakhshi - 2020 28th Iranian Conference on …, 2020 - ieeexplore.ieee.org
Non-Orthogonal Multiple Access (NOMA) is an enabling technique proposed for the Fifth
Generation (5G) and beyond. In NOMA every Resource Block (RB) such as a time slot …

Joint user association and power allocation for max-Min fairness in downlink multicell NOMA networks

Z Zhang, H Qu, W Wang, Z Luan… - 2019 IEEE 19th …, 2019 - ieeexplore.ieee.org
This paper investigates an optimization problem of the joint user association and power
allocation for max-min fairness in downlink multicell non-orthogonal multiple access (NOMA) …

Deep learning based power allocation schemes in NOMA systems: A review

Z Elsaraf, FA Khan, QZ Ahmed - 2021 26th International …, 2021 - ieeexplore.ieee.org
Achieving significant performance gains both in terms of system throughput and massive
connectivity, non-orthogonal multiple access (NOMA) has been considered as very …

Application of deep learning to energy-efficient power allocation scheme for 5G SC-NOMA system with imperfect SIC

W Saetan, S Thipchaksurat - 2019 16th International …, 2019 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is a multiuser access technique for 5G
communication system, which has drawn more attention from both academia and industry …

Joint fairness and power optimization under user priority in NOMA networks for IoT applications

E Raeisidehkordi, H Bakhshi - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Nonorthogonal multiple access (NOMA) has been recently proposed as an enabling
technique for future cellular networks. The main purpose of NOMA is assigning every …

Power allocation optimization in NOMA system for user fairness in 5G networks

CI Chikezie, M David, AU Usman - 2022 IEEE Nigeria 4th …, 2022 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) has been presented as an alternative technology
due to its ability to accommodate immense connectivity and enhances spectral efficiency in …

On short term fairness and throughput of user clustering for downlink non-orthogonal multiple access system

MM Al-Wani, A Sali, BM Ali, AA Salah… - 2019 IEEE 89th …, 2019 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) with power-domain user multiplexing has been
considered as one of the potential candidates of the fifth-Generation (5G) systems. In this …

Proportional-fairness resource allocation for a downlink multicarrier NOMA system

CL Wang, CW Hung - 2020 14th International Conference on …, 2020 - ieeexplore.ieee.org
A new resource allocation scheme is proposed for a downlink multicarrier non-orthogonal
multiple access (NOMA) system with K users and N subcarriers. The scheme is developed …

On power calculation for first and second strong channel users in M-user NOMA system

K Chung - International journal of advanced smart convergence, 2020 - koreascience.kr
Non-orthogonal multiple access (NOMA) has been recognized as a significant technology in
the fifth generation (5G) and beyond mobile communication, which encompasses the …