Enhanced user grouping and power allocation for hybrid mmWave MIMO-NOMA systems

J Zhu, Q Li, Z Liu, H Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… • We develop a joint optimization framework for the mmWave MIMO-HBF-NOMA system,
where joint user grouping and beam selection scheme and power allocation strategy are …

Dynamic user grouping-based NOMA over Rayleigh fading channels

Y Yin, Y Peng, M Liu, J Yang, G Gui - IEEE Access, 2019 - ieeexplore.ieee.org
user grouping method in PD-NOMA and NOMA-2000 over different Rayleigh fading channels.
NOMA-… that our user grouping method performs much better in NOMA systems compared …

Learning-assisted user clustering in cell-free massive MIMO-NOMA networks

QN Le, VD Nguyen, OA Dobre… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… of MIMO channels into disjoint groups. A … be enhanced by selecting the L initial centroids
more effectively. Based on the characteristics of CFmMIMO-NOMA, we propose the improved k-…

Joint user clustering and multi-dimensional resource allocation in downlink MIMONOMA networks

X Zhang, X Zhu, H Zhu - IEEE Access, 2019 - ieeexplore.ieee.org
… can be further improved by introducing MIMO-NOMA into multi-… -cell MIMO-NOMA networks
in [19]. Sun et al. in [19] first divide … selecting users, then we will ignore the group, which indi…

Energy efficient user clustering, hybrid precoding and power optimization in terahertz MIMO-NOMA systems

H Zhang, H Zhang, W Liu, K Long… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
… Based on channel correlation characteristics, a fast convergence scheme for user clustering
in THz-NOMA-MIMO system using enhanced K-means machine learning algorithm is …

User grouping and power allocation for downlink NOMA-based quadrature spatial modulation

Z Hong, G Li, Y Xu, X Zhou - IEEE Access, 2020 - ieeexplore.ieee.org
… to perform user grouping for massive MIMO systems [… user grouping, the BNBF user grouping
and so on. Compared with other systems, our QSM-NOMA systems have achieved a better

User clustering and power allocation for massive MIMO with NOMA-inspired cognitive radio

M Shili, M Hajjaj, ML Ammari - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
… Another approach to improve the SE of MIMONOMA systems is the … Thus, we propose to
group the users according to the … We can see that our clustering approach achieves better

Generalized user grouping in NOMA: An overlapping perspective

W Chen, S Zhao, R Zhang, H Chen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
NOMA group. Motivated by this, in this paper we propose a novel generalized user grouping
(GuG) concept for NOMA … can predict a better user grouping that has performance gains. …

Deep reinforcement learning based beam selection for hybrid beamforming and user grouping in massive MIMO-NOMA system

I Ahmed, MK Shahid, T Faisal - IEEE Access, 2022 - ieeexplore.ieee.org
… the proposed users grouping and RL-based beam selection for MIMO-NOMA using MATLAB.
… Due to the K-means-based users grouping, other schemes perform better with less number …

Flexible user grouping for MIMO-NOMA millimeter wave communication systems

J Zhu, Q Li - ICC 2020-2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
… of users per group, which enables the users to get better … from the user grouping aspect, we
propose two novel user grouping … equal user constraint to provide additional flexibility in user