GPU-Accelerated Machine Learning in Non-Orthogonal Multiple Access

D Schäufele, G Marcus, N Binder… - 2022 30th European …, 2022 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is an inter-esting technology that enables massive
connectivity as required in future 5G and 6G networks. While purely linear processing …

Large intelligent surface-assisted nonorthogonal multiple access for 6G networks: Performance analysis

L Bariah, S Muhaidat, PC Sofotasios… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Large intelligent surface (LIS) has recently emerged as a potential enabling technology for
6G networks, offering extended coverage and enhanced energy and spectral efficiency. In …

Enabling ubiquitous non-orthogonal multiple access and pervasive federated learning via STAR-RIS

W Ni, Y Liu, YC Eldar, Z Yang… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
This paper proposes a new, compatible, unified framework which integrates non-orthogonal
multiple access (NOMA) and over-the-air federated learning (AirFL) via concurrent …

An overview of uplink access techniques in machine-type communications

M El-Tanab, W Hamouda - IEEE Network, 2020 - ieeexplore.ieee.org
The bright future of smart cities relies on an effective deployment of IoT technologies.
Machine-type communications (MTC) is a major backbone technology that supports …

A hybrid multiple access scheme via deep learning-based detection

S Sharma, Y Hong - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
In this article, we propose an uplink hybrid multiple access scheme (HMAS) in order to
support a highly overloaded multiuser system. In HMAS, for a fixed K-orthogonal resources …

Massive unsourced random access for NGMA: Architectures, opportunities, and challenges

J Che, Z Zhang, Z Yang, X Chen, C Zhong - IEEE Network, 2023 - ieeexplore.ieee.org
Multiple access technology plays an important role in communication systems, which can
enable different users to access the system efficiently and reliably. However, the …

Non-orthogonal multiple access for large-scale 5G networks: Interference aware design

KS Ali, H Elsawy, A Chaaban, MS Alouini - IEEE Access, 2017 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is promoted as a key component of 5G cellular
networks. As the name implies, NOMA operation introduces intracell interference (ie …

Multipower‐level Q‐learning algorithm for random access in nonorthogonal multiple access massive machine‐type communications systems

G Maciel Ferreira Silva, T Abrão - Transactions on Emerging …, 2022 - Wiley Online Library
The massive machine‐type communications (mMTC) service will be part of new services
planned to integrate the beyond fifth generation of wireless communication. In mMTC …

Non-orthogonal multiple access for 5G and beyond

Y Liu, Z Qin, M Elkashlan, Z Ding… - arXiv preprint arXiv …, 2018 - arxiv.org
Driven by the rapid escalation of the wireless capacity requirements imposed by advanced
multimedia applications (eg, ultra-high-definition video, virtual reality etc.), as well as the …

Rate-splitting multiple access for 6G—Part I: Principles, applications and future works

A Mishra, Y Mao, O Dizdar… - IEEE Communications …, 2022 - ieeexplore.ieee.org
This letter is the first part of a three-part tutorial focusing on rate-splitting multiple access
(RSMA) for 6G. As Part I of the tutorial, the letter presents the basics of RSMA and its …