Joint Power Allocation and User Fairness Optimization for Reinforcement Learning Over mmWave-NOMA Heterogeneous Networks

S Sobhi-Givi, M Nouri, MG Shayesteh… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In this paper, the problem of joint power allocation and user fairness is investigated for an
mmWave heterogeneous network (HetNet) including hybrid non-orthogonal multiple access …

Reinforcement Learning Based Joint Resource Allocation and User Fairness Optimization in mmWave-NOMA HetNets

S Sobhi-Givi, M Nouri, MG Shayesteh… - 2023 31st …, 2023 - ieeexplore.ieee.org
In this paper, we propose heterogeneous network (HetNet) with mmWave and hybrid non-
orthogonal multiple access (NOMA) and orthogonal multiple access (OMA) transmission …

Energy-efficient power allocation and user selection for mmWave-NOMA transmission in M2M communications underlaying cellular heterogeneous networks

S Sobhi-Givi, MG Shayesteh… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) and millimeter-wave (mmWave) communication
are two important technologies considered for the fifth generation (5G) of mobile networks. In …

Robust max-min fairness energy efficiency in NOMA-based heterogeneous networks

Y Xu, RQ Hu, Y Qian - ICC 2020-2020 IEEE International …, 2020 - ieeexplore.ieee.org
Fairness among different users and system robustness are key issues in the future
communication network design. A robust max-min fairness energy efficiency (EE) …

Energy efficient resource allocation for uplink MC-NOMA based heterogeneous small cell networks with wireless backhaul

B Rashid, A Ahmad, S Ali, Z Kaleem… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In this paper, we investigate energy efficient resource allocation for uplink multi-carrier non
orthogonal multiple access (MC-NOMA) based two-tier heterogeneous networks (HetNets) …

Non-cooperative game-based power allocation for energy-efficient NOMA heterogeneous network

K Long, W Li, M Jiang, J Lu - IEEE Access, 2020 - ieeexplore.ieee.org
This paper focus on the two-tier downlink heterogeneous networks (HetNets) with non-
orthogonal multiple access (NOMA). The aim is to jointly optimize user scheduling and …

AlexNet classifier and support vector regressor for scheduling and power control in multimedia heterogeneous networks

H Zarini, A Khalili, H Tabassum… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this paper, the downlink transmission of a two-tier heterogeneous network (HetNet) is
considered in which a macro base station (MBS) serves the macro users using orthogonal …

Joint user association and power allocation in heterogeneous NOMA networks with imperfect CSI

X Wang, Y Xu, J Wang, S Fu - IEEE Access, 2020 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA)-enabled heterogeneous networks (N-HetNets) can
provide higher system capacity and spectrum efficiency by allowing multiple users …

[HTML][HTML] Robust resource allocation for NOMA-assisted heterogeneous networks

H Xie, Y Xu - Digital Communications and Networks, 2022 - Elsevier
As a promising technology to improve spectrum efficiency and transmission coverage,
Heterogeneous Network (HetNet) has attracted the attention of many scholars in recent …

Deep reinforcement learning for resource allocation in multi-band and hybrid OMA-NOMA wireless networks

C Chaieb, F Abdelkefi, W Ajib - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Exploiting the advantages of both non-orthogonal multiple access technique and millimeter-
wave communications requires joint efficient resource allocation techniques toward …