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] Energy efficiency techniques in ultra-dense wireless heterogeneous networks: An overview and outlook

O Alamu, A Gbenga-Ilori, M Adelabu, A Imoize… - … Science and Technology …, 2020 - Elsevier
In wireless heterogeneous networks (HetNets), the spatial densification through small cells
and the application of massive MIMO antenna arrays are key enablers for high data …

A survey of NOMA: Current status and open research challenges

B Makki, K Chitti, A Behravan… - IEEE Open Journal of …, 2020 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) has been considered as a study-item in 3GPP for
5G new radio (NR). However, it was decided not to continue with it as a work-item, and to …

A survey of data fusion in smart city applications

BPL Lau, SH Marakkalage, Y Zhou, NU Hassan… - Information …, 2019 - Elsevier
The advancement of various research sectors such as Internet of Things (IoT), Machine
Learning, Data Mining, Big Data, and Communication Technology has shed some light in …

A simple variational Bayes detector for orthogonal time frequency space (OTFS) modulation

W Yuan, Z Wei, J Yuan, DWK Ng - IEEE transactions on …, 2020 - ieeexplore.ieee.org
The emerging orthogonal time frequency space (OTFS) modulation technique has shown its
superiority to the current orthogonal frequency division multiplexing (OFDM) scheme, in …

NOMA-based energy-efficiency optimization for UAV enabled space-air-ground integrated relay networks

N Wang, F Li, D Chen, L Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, an unmanned aerial vehicle (UAV)-enabledspace-air-ground integrated relay
system, in which UAV is equipped with phased-array antennas to receive satellite's signal …

Deep learning-based sum data rate and energy efficiency optimization for MIMO-NOMA systems

H Huang, Y Yang, Z Ding, H Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The increasing demands for massive connectivity, low latency, and high reliability of future
communication networks require new techniques. Multiple-input-multiple-output non …

Capacity-achieving MIMO-NOMA: iterative LMMSE detection

L Liu, Y Chi, C Yuen, YL Guan… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper considers a low-complexity iterative linear minimum mean square error (LMMSE)
multiuser detector for the multiple-input and multiple-output system with nonorthogonal …

Gaussian message passing for overloaded massive MIMO-NOMA

L Liu, C Yuen, YL Guan, Y Li… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper considers a low-complexity Gaussian message passing (GMP) Multi-User
Detection (MUD) scheme for a coded massive multiple-input multiple-output (MIMO) system …

Efficient user clustering, receive antenna selection, and power allocation algorithms for massive MIMO-NOMA systems

WA Al-Hussaibi, FH Ali - IEEE Access, 2019 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) and nonorthogonal multiple access (NOMA)-
based technologies are considered as essential parts in the 5G systems to fulfill the …