Deep learning-based MIMO-NOMA with imperfect SIC decoding

JM Kang, IM Kim, CJ Chun - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
Nonorthogonal multiple access (NOMA) and multiple-input multiple-output (MIMO) are two
key enablers for 5G systems. In this article, considering the practical issue that successive …

A deep learning approach for MIMO-NOMA downlink signal detection

C Lin, Q Chang, X Li - Sensors, 2019 - mdpi.com
As a key candidate technique for fifth-generation (5G) mobile communication systems, non-
orthogonal multiple access (NOMA) has attracted considerable attention in the field of …

Joint decoding in downlink NOMA systems with finite blocklength transmissions for ultrareliable low-latency tasks

J Yao, Q Zhang, J Qin - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Future ultrareliable low-latency tasks in the Internet of Things require finite blocklength
transmissions. The spectral efficiency of finite blocklength transmissions, by incorporating …

Unveiling the importance of SIC in NOMA systems—Part II: New results and future directions

Z Ding, R Schober, HV Poor - IEEE Communications Letters, 2020 - ieeexplore.ieee.org
In most existing works on non-orthogonal multiple access (NOMA), the decoding order of
successive interference cancellation (SIC) is prefixed and based on either the users' …

Performance analysis at far and near user in NOMA based system in presence of SIC error

M Jain, S Soni, N Sharma, D Rawal - AEU-International Journal of …, 2020 - Elsevier
Non-orthogonal multiple access (NOMA) scheme is an emerging 5G technology to improve
upon the spectral efficiency. It can support more users than the number of available …

Deep learning for an effective nonorthogonal multiple access scheme

G Gui, H Huang, Y Song, H Sari - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Nonorthogonal multiple access (NOMA) has been considered as an essential multiple
access technique for enhancing system capacity and spectral efficiency in future …

On the application of quasi-degradation to MISO-NOMA downlink

Z Chen, Z Ding, X Dai… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, the design of non-orthogonal multiple access (NOMA) in a multiple-input-
single-output (MISO) downlink scenario is investigated. The impact of the recently …

Power allocation for sum rate maximization in 5G NOMA system with imperfect SIC: A deep learning approach

W Saetan, S Thipchaksurat - 2019 4th International …, 2019 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is regarded as a promising technology for
enhancing the spectral efficiency (SE) in 5G communication system. In this paper, we …

Non-orthogonal multiple access (NOMA) in cellular uplink and downlink: Challenges and enabling techniques

H Tabassum, MS Ali, E Hossain, MJ Hossain… - arXiv preprint arXiv …, 2016 - arxiv.org
By combining the concepts of superposition coding at the transmitter (s) and successive
interference cancellation (SIC) at the receiver (s), non-orthogonal multiple access (NOMA) …

Practical MIMO-NOMA: Low complexity and capacity-approaching solution

Y Chi, L Liu, G Song, C Yuen… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
MIMO-NOMA combines multiple-input multiple-output (MIMO) and non-orthogonal multiple
access (NOMA) techniques to address heterogeneous challenges, such as massive …