Resource allocation for downlink NOMA systems: Key techniques and open issues

SMR Islam, M Zeng, OA Dobre… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
users in every sub-frame. The UP algorithms discussed above are generally applicable to
NOMA systems where user grouping … A variety of PA strategies have been proposed in the liter…

User grouping and power allocation in NOMA systems: a novel semi-supervised reinforcement learning-based solution

RO Omslandseter, L Jiao, Y Liu… - Pattern Analysis and …, 2023 - Springer
… solution to the problem of user grouping and power allocation in non-orthogonal multiple
access (NOMA) systems. The problem is highly pertinent because NOMA is a well-recognized …

Efficient user clustering using a low-complexity artificial neural network (ANN) for 5G NOMA systems

SP Kumaresan, CK Tan, YH Ng - IEEE Access, 2020 - ieeexplore.ieee.org
… This work explores all combinations of user grouping to search for the best grouping that …
throughput maximization of NOMA systems by designing an efficient user clustering strategy. As …

[HTML][HTML] Resource allocation for sum-rate maximization in NOMA-based generalized spatial modulation

G Li, Z Hong, Y Pang, Y Xu, Z Huang - Digital Communications and …, 2022 - Elsevier
… traditional MIMO-NOMA system. To improve the performance of SM-MIMO-NOMA
systems, we … , a low-complexity suboptimal user grouping strategy is proposed for GSM-MIMO-NOMA

Multi-beam NOMA for hybrid mmWave systems

Z Wei, L Zhao, J Guo, DWK Ng… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… for each NOMA group, wherein each beam is steered to a user within the NOMA group. To
… In the second stage, based on the obtained user grouping and antenna allocation strategy, …

Efficient user clustering and reinforcement learning based power allocation for NOMA systems

S Rezwan, S Shin, W Choi - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
… obtain an optimal strategy to allocate power efficiently to maximize the sum data-rate of the
… clustering involves the optimal cluster size problem and UEs grouping problem to maximize …

Non-orthogonal multiple access (NOMA) for downlink multiuser MIMO systems: User clustering, beamforming, and power allocation

S Ali, E Hossain, DI Kim - IEEE access, 2016 - ieeexplore.ieee.org
NOMA system, multiple receive antennas of different UEs with distinct channel gains are
grouped into MIMO-NOMA … allocation strategies were considered in each MIMONOMA cluster. …

QoE-aware NOMA user grouping in 5G mobile communications using a multi-stage interval type-2 fuzzy set model

F Rahdari, MR Khayyambashi, N Movahhedinia - Ad Hoc Networks, 2023 - Elsevier
user grouping strategy is proposed using graph theory and the game theory to minimize power
consumption in downlink multi-cell NOMA systems. … the user grouping strategies adopted …

Joint power allocation and hybrid beamforming for downlink mmwave-NOMA systems

L Pang, W Wu, Y Zhang, Y Yuan… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… channel allocation strategy to maximize the ASR for NOMA systems, … NOMA systems strongly
depends on the user grouping method, as well as the decoding order in each NOMA group. …

Competitive IRS assignment for IRS-based NOMA system

H Al-Obiedollah, HB Salameh… - IEEE wireless …, 2023 - ieeexplore.ieee.org
… -NOMA system with proposed IRS-assignment and grouping approaches outperforms the
random IRS-assignment and group… for IRS-assignment and grouping strategy. Based on these …