A survey of deep learning based NOMA: State of the art, key aspects, open challenges and future trends

SAH Mohsan, Y Li, AV Shvetsov, J Varela-Aldás… - Sensors, 2023 - mdpi.com
Non-Orthogonal Multiple Access (NOMA) has become a promising evolution with the
emergence of fifth-generation (5G) and Beyond-5G (B5G) rollouts. The potentials of NOMA …

Non-orthogonal multiple access enabled mobile edge computing in 6G communications: A systematic literature review

RO Ogundokun, JB Awotunde, AL Imoize, CT Li… - Sustainability, 2023 - mdpi.com
Mobile edge computing (MEC) supported by non-orthogonal multiple access (NOMA) has
recently gained a lot of interest due to its improved ability to lessen power consumption and …

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 …

Deep Learning-Based Resource Allocation for Transmit Power Minimization in Uplink NOMA IoT Cellular Networks

HJ Park, HW Kim, SH Chae - IEEE Transactions on Cognitive …, 2023 - ieeexplore.ieee.org
For Internet of Things (IoT) networks, it is important to develop energy-efficient
communication schemes to extend the operating life of battery-powered IoT devices …

NOMA for 5G and beyond: literature review and novel trends

M Abd-Elnaby, GG Sedhom, ESM El-Rabaie… - Wireless …, 2023 - Springer
The non-orthogonal multiple access (NOMA) system is considered an important technology
that enables the fifth-generation (5G) wireless systems and beyond to satisfy different …

Cooperative communication for the rank-deficient MIMO interference channel with a reconfigurable intelligent surface

SH Chae, K Lee - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
We study cooperative communication with an active reconfigurable intelligent surface (RIS)
for the-user rank-deficient multiple-input multiple-output (MIMO) interference channel …

Efficient resource allocation for hybrid nonorthogonal multiple access based heterogeneous networks beyond fifth‐generation

U Ghafoor, M Ali, HZ Khan… - Transactions on …, 2022 - Wiley Online Library
Abstract Fifth‐generation (5G) and future beyond fifth‐generation (B5G) networks will
require immense capacity due to the high rise in the number of multimedia applications and …

AoI-Aware Interference Mitigation for Task-Oriented Multicasting in Multi-Cell NOMA Networks

CY Lin, W Liao - IEEE Transactions on Wireless …, 2024 - ieeexplore.ieee.org
Age of Information (AoI) is a critical performance metric for measuring information freshness
in task-oriented Internet of Things (IoT) applications. In this work, we investigate how AoI …

Adaptive clustering of users in power domain NOMA

YP Santos, LFQ Silveira - Sensors, 2023 - mdpi.com
By enabling multiple non-orthogonal transmissions, power domain non-orthogonal multiple
access (PD-NOMA) potentially increases a system's spectral efficiency. This technique can …

Towards intelligent user clustering techniques for non-orthogonal multiple access: a survey

SM Hamedoon, JN Chattha, M Bilal - EURASIP Journal on Wireless …, 2024 - Springer
With the increasing user density of wireless networks, various user partitioning techniques or
algorithms segregate users into smaller, more manageable clusters. The benefit of user …