[HTML][HTML] Hybrid NOMA/OMA-based dynamic power allocation scheme using deep reinforcement learning in 5G networks

HTH Giang, TNK Hoan, PD Thanh, I Koo - Applied Sciences, 2020 - mdpi.com
Non-orthogonal multiple access (NOMA) is considered a potential technique in fifth-
generation (5G). Nevertheless, it is relatively complex when applying NOMA to a massive …

Cooperative NOMA and Energy Harvesting using MISO in 5G Networks

M Karthik, NS Reddy, G Kasyapa… - 2021 5th …, 2021 - ieeexplore.ieee.org
In this work, resource allocation of Cooperative Power Domain Non-Orthogonal Multiple
Access (PD-NOMA) with energy harvesting technique using Multiple Input Single Output …

QoS Based Energy Efficiency Maximization for Uplink NOMA Networks

P Gupta, D Ghosh - … Conference in Advances in Power, Signal …, 2021 - ieeexplore.ieee.org
Non orthogonal multiple access (NOMA) grasped remarkable interest in fifth generation (5G)
owing to its remarkable spectral efficiency. Less resource availability motivates researchers …

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 …

5G multi-service scenarios-oriented resource allocation and NOMA pairing scheme for energy efficiency maximization

R Chai, P Ma, F Zou - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
In this paper, we study the resource allocation and non-orthogonal multiple access (NOMA)
pairing problem in 5G scenario supporting three types of applications, ie, enhanced mobile …

[HTML][HTML] Energy efficient power allocation using Salp Particle Swarm Optimization model in MIMO–NOMA systems

S Khaleelahmed, N VenkateswaraRao - Wireless Personal …, 2020 - Springer
Non-orthogonal multiple access (NOMA) acts as one of the promising multiple access
technology for fifth generation communication systems, and has the capability of improving …

Multi‐agent deep reinforcement learning‐based energy efficient power allocation in downlink MIMO‐NOMA systems

S Jo, C Jong, C Pak, H Ri - IET Communications, 2021 - Wiley Online Library
NOMA and MIMO are considered to be the promising technologies to meet huge access
demands and high data rate requirements of 5G wireless networks. In this paper, the power …

Hybrid Deep Learning for Channel Estimation and Power Allocation for MISO-NOMA System

M Gaballa, M Abbod, S Alnasur - 2022 IEEE Future Networks …, 2022 - ieeexplore.ieee.org
In this paper, the influence of Deep Neural Network (DNN) in predicting both the channel
parameters and the power factors for users in a Power Domain Multi-Input Single-Output …

Transmit power pool design for uplink IoT networks with grant-free NOMA

M Fayaz, W Yi, Y Liu… - ICC 2021-IEEE …, 2021 - ieeexplore.ieee.org
Grant-free non-orthogonal multiple access (GF-NOMA) is a potential multiple access
framework for internet-of-things (IoT) networks to enhance connectivity. However, the …

Resource allocation algorithm for energy efficiency optimization of multicarrier NOMA downlink system

Y Peng, J Yang, B Zhao, S Yang - International Conference on …, 2022 - spiedigitallibrary.org
Aiming at the problem of efficient allocation of radio resources for massive users in Non-
Orthogonal Multiple Access (NOMA) systems, a user-subchannel bilateral dynamic matching …