A Survey of NOMA-Aided Cell-Free Massive MIMO Systems

A Apiyo, J Izydorczyk - Electronics, 2024 - mdpi.com
The Internet of Everything is leading to an increasingly connected intelligent digital world.
Envisaged sixth-generation wireless networks require new solutions and technologies due …

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 …

Neural network aided user clustering in mmWave-NOMA systems with user decoding capability constraints

AS Rajasekaran, H Yanikomeroglu - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes a computationally efficient two-stage machine learning based
approach using neural networks to solve the cluster assignment problem in a millimeter …

A streamlined user grouping in downlink NOMA systems

NT Hai, NTX Uyen, D Le Khoa - Electronics Letters, 2024 - Wiley Online Library
Reducing SIC operations and interference while maintaining the same radio resources for
users in a cluster is a potential research direction in non‐orthogonal multiple access …

[PDF][PDF] An efficient stacked-LSTM based user clustering for 5G NOMA systems

SP Kumaresan, CK Tan, YH Ng - Comput. Mater. Contin, 2022 - researchgate.net
Non-orthogonal multiple access (NOMA) has been a key enabling technology for the fifth
generation (5G) cellular networks. Based on the NOMA principle, a traditional neural …

NOMA Integrated with Enabling Technologies and Practical Challenges

A Rajasekaran - 2023 - repository.library.carleton.ca
Non-orthogonal multiple access (NOMA) schemes allow multiple users to share the same
resource and separate the users in either the power-domain (PD-NOMA) or in the code …

[PDF][PDF] An investigation of data-based fault detection methods in petroleum refineries

A Yasmal - 2022 - openaccess.iyte.edu.tr
The petroleum refineries are complex systems vital for energy and production sectors.
During production, these complex systems might experience various faults, including fluid …

[PDF][PDF] ENERGY-EFFICIENT RESOURCE ALLOCATION IN THE NOMA NETWORKS USING DEEP LEARNING ALGORITHMS

A Khambra, RK Rai - romanpub.com
The reliability and quality of services provided by communication technology are
requirements for future communication systems. The reliability of communication systems …