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 …

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 …

Joint spectral and energy efficiency optimization for downlink NOMA networks

WU Khan, F Jameel, T Ristaniemi… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) holds the promise to be a key enabler of 5G
communication. However, the existing design of NOMA systems must be optimized to …

Energy efficiency optimization in full-duplex user-aided cooperative SWIPT NOMA systems

Y Yuan, Y Xu, Z Yang, P Xu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
A novel cooperative non-orthogonal multiple access (NOMA) strategy is proposed, where a
full-duplex cell-center user acts as a friendly relay to help a cell-edge user. An advanced …

Spatially-distributed RISs vs relay-assisted systems: A fair comparison

J Ye, A Kammoun, MS Alouini - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
This paper aims to make a comparison between decode-and-forward (DF) relays and
reconfigurable intelligent surfaces (RISs) in the case where only one relay or RIS is selected …

Low-complexity PSO-based resource allocation scheme for cooperative non-linear SWIPT-enabled NOMA

CE Garcia, MR Camana, I Koo - IEEE Access, 2022 - ieeexplore.ieee.org
Cooperative networks integrating non-orthogonal multiple access (NOMA) and
simultaneous wireless information power transfer (SWIPT) are emerging technologies that …

Energy-efficient secure short-packet transmission in NOMA-assisted mMTC networks with relaying

S Lv, X Xu, S Han, X Tao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Massive Machine-Type Communication (mMTC) is proposed by ITU to provide a large scale
of connectivity services for billions of machine-type communications devices (MTCDs) via …

Fairness-aware throughput maximization over cognitive heterogeneous NOMA networks for industrial cognitive IoT

L Xu, W Yin, X Zhang, Y Yang - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this work, an uplink secondary Internet of Things (IoT) device scheduling and power
allocation problem based on imperfect channel state information (CSI) and imperfect …

Secure primary transmission assisted by a secondary full-duplex NOMA relay

B Chen, Y Chen, Y Chen, Y Cao, Z Ding… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
In this paper, secure primary transmission is proposed by using a multi-antenna secondary
full-duplex non-orthogonal multiple access (NOMA) relay in cognitive radio (CR) networks …

Performance evaluation of cooperative OMA and NOMA systems in 6G deployment scenarios

P Jain, A Gupta, N Kumar, GP Joshi, W Cho - Sensors, 2022 - mdpi.com
Optimization of the energy efficiency, fairness, and rates of the system is a vital part of
communication systems. Multiple access techniques have a huge potential to enhance such …