[HTML][HTML] 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 …

[HTML][HTML] Performance analysis of multi user massive MIMO hybrid beamforming systems at millimeter wave frequency bands

R Dilli - Wireless Networks, 2021 - Springer
Millimeter-wave (mmWave) and massive multi-input–multi-output (mMIMO) communications
are the most key enabling technologies for next generation wireless networks to have large …

[HTML][HTML] Design and feasibility verification of 6G wireless communication systems with state of the art technologies

R Dilli - International Journal of Wireless Information Networks, 2022 - Springer
Frequencies above 100 GHz are the promising frequency bands for 6G wireless
communication systems because of the abundant unexplored and unused spectrum. The …

Hybrid beamforming for multi-user millimeter-wave networks

AA Nasir, HD Tuan, TQ Duong… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper considers hybrid beamforming by combining an analog beamformer with a new
regularized zero forcing baseband one, for multi-user millimeter-wave networks under a …

[HTML][HTML] Robust hybrid beamforming scheme for millimeter-wave massive-MIMO 5G wireless networks

SL Mohammed, MH Alsharif, SK Gharghan, I Khan… - Symmetry, 2019 - mdpi.com
Wireless networks employing millimeter-wave (mmWave) and Massive Multiple-Input
Multiple-Output (MIMO) technologies are a key approach to boost network capacity …

Semi-blind beamforming in beam space MIMO NOMA for mmWave communications

MA Shaikh, A Manzar, M Moinuddin, SU Rehman… - IEEE …, 2022 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) scheme has gained remarkable consideration from
researchers as it is a favorable technique for the future release of 5G and beyond. Recently …

Deep learning approaches used in downlink MIMO-NOMA system: a survey

T Sanjana, MN Suma - … Computing and Signal Processing: Proceedings of …, 2021 - Springer
Data-driven and model-driven approaches to solve complex signal processing tasks has
become popular in the next-generation networks. Signal processing operations such as …

PSO based power allocation in multiuser hybrid beamforming mmWave NOMA

S Sumathi, TK Ramesh, Z Ding - Wireless Networks, 2023 - Springer
Abstract Non-Orthogonal Multiple Access (NOMA) is one of the blooming technologies in 5G
and beyond wireless networks to support a massive number of users with a huge data rate …

Multiuser Random Beamforming in Millimeter-Wave Channels

FBL Santagiustina - 2019 - upcommons.upc.edu
Cellular communications exploiting the mmWaves frequency range are com-ing within our
technological reach. However the specificities of propagation at these frequencies calls for …