Application of deep learning to fairness-based power allocation for 5G NOMA system with imperfect SIC

W Saetan, S Thipchaksurat - … Technology 2020: Proceedings of the 16th …, 2020 - Springer
Non-orthogonal multiple access (NOMA) has been a promising technique for 5G
communication system, which has higher spectrum efficiency, energy efficiency and fairness …

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 …

[引用][C] Deep learning based power allocation schemes for NOMA system with imperfect SIC

W Saetan, S Thipchaksurat - Journal of Mobile …, 2023 - journals.riverpublishers.com
Non-orthogonal multiple access (NOMA) has been a promising technology for 5G
communication system. NOMA allows more than one user to utilize the same resource at the …

Power allocation for sum rate maximization in 5G NOMA system with imperfect SIC: A deep learning approach

W Saetan, S Thipchaksurat - 2019 4th International …, 2019 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is regarded as a promising technology for
enhancing the spectral efficiency (SE) in 5G communication system. In this paper, we …

Multiple User Fairness Power Allocation for Downlink NOMA

N Rahayu - 2021 7th International Conference on Wireless …, 2021 - ieeexplore.ieee.org
This paper describes the comparison between fixed and dynamic power allocation. Also,
improved dynamic power allocation compares to fixed power allocation in Non-Orthogonal …

User fairness based energy efficient power allocation for downlink cellular NOMA system

P Gupta, D Ghosh - 2020 5th International Conference on …, 2020 - ieeexplore.ieee.org
The cellular technology in 5G has raised demand for high data rate which requires more
resources such as bandwidth and base station (BS) power. But, availability of these …

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 …

Research on resource allocation algorithm for NOMA system based on fairness and optimal energy efficiency

L Hu, Q Wu, Y Fan, R Shi… - 2021 13th International …, 2021 - ieeexplore.ieee.org
User grouping and power allocation are the key technologies of non-orthogonal multiple
access (NOMA) system. In this paper, we consider the joint optimization of user grouping …

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 …

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 …