Deep learning enhanced NOMA system: A survey on future scope and challenges

V Andiappan, V Ponnusamy - Wireless Personal Communications, 2022 - Springer
As a key important approach for next generation communication systems, Non-Orthogonal
Multiple Access (NOMA) has made high attention in the wireless communication. NOMA …

Deep learning-based NOMA system for enhancement of 5G networks: A review

RK Senapati, PJ Tanna - IEEE Transactions on Neural …, 2022 - ieeexplore.ieee.org
The fresh and rising demands for high-reliability and ultrahigh-capacity wireless
communication have led to extensive research into 5G communications. The wide progress …

Non-orthogonal multiple access enhanced multi-user semantic communication

W Li, H Liang, C Dong, X Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Semantic communication has served as a novel paradigm and attracted a broad interest
from researchers. One critical aspect of it is the multi-user semantic communication theory …

Deep learning based successive interference cancellation for the non-orthogonal downlink

T Van Luong, N Shlezinger, C Xu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Non-orthogonal communications are expected to play a key role in future wireless systems.
In downlink transmissions, the data symbols are broadcast from a base station to different …

Design of agile satellite constellation based on hybrid-resampling particle swarm optimization method

X Wang, H Zhang, S Bai, Y Yue - Acta Astronautica, 2021 - Elsevier
In recent years, on-orbit constellations providing global communication and observation
services have attracted widespread attention for economic and military interests. Thus, the …

The role of deep learning in NOMA for 5G and beyond communications

MK Hasan, M Shahjalal, MM Islam… - … in Information and …, 2020 - ieeexplore.ieee.org
In the coming future, it is obvious that the wireless networks will be congested with massive
amounts of data traffic with the increasing number of users. Current multiple access …

A phase noise resistant constellation rotation method and its experimental validation for NOMA Wi-Fi

E Khorov, A Kureev, I Levitsky… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is a well-accepted technology for future Wi-Fi
systems to improve spectral efficiency. NOMA allows an access point (AP) to simultaneously …

Modulation and Coding for NOMA and RSMA

H Jafarkhani, H Maleki, M Vaezi - Proceedings of the IEEE, 2024 - ieeexplore.ieee.org
The next-generation multiple access (NGMA) serves as an umbrella term encompassing
transmission schemes distinct from conventional orthogonal methods. As a prominent …

NOMA codebook optimization by batch gradient descent

Z Si, S Wen, B Dong - IEEE Access, 2019 - ieeexplore.ieee.org
The non-orthogonal multiple access (NOMA) has the potential to improve the spectrum
efficiency and the user connectivity compared to the orthogonal schemes. The codebook …

Image Semantic Communication over Fading Channel: A Learned Broadcast Approach

K Ma, S Shao, M Tao - 2023 IEEE 24th International Workshop …, 2023 - ieeexplore.ieee.org
We consider the image semantic communication in a point-to-point block fading Gaussian
channel, with a finite number of channel states. A deep learning-aided broadcast approach …