Unsupervised machine learning-based user clustering in millimeter-wave-NOMA systems

J Cui, Z Ding, P Fan, N Al-Dhahir - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… of users becomes large. Sparked by the correlation features of the users’ channels in mm-wave-NOMA
for user clustering. Moreover, for a practical dynamic scenario where the new …

Hierarchical user clustering for mmwave-NOMA systems

D Marasinghe, N Jayaweera… - 2020 2nd 6G …, 2020 - ieeexplore.ieee.org
… of users … for clustering the users in a mmWaveNOMA system with the objective of maximizing
the sum-rate. An unsupervised machine learning technique, namely, hierarchical clustering

The application of machine learning in mmWave-NOMA systems

J Cui, Z Ding, P Fan - 2018 IEEE 87th Vehicular Technology …, 2018 - ieeexplore.ieee.org
user clustering algorithm for the application of NOMA. Moreover, to investigate the performance
of the proposed mmWaveNOMA … of the number of clusters on the system performance. …

Stackelberg game for user clustering and power allocation in millimeter wave-NOMA systems

K Wang, J Cui, Z Ding, P Fan - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
… In order to explore the potentiality of the proposed mmwave-NOMA system, user clustering
and power allocation are jointly investigated in this section. More specifically, with the fixed …

User clustering in mmWave-NOMA systems with user decoding capability constraints for B5G networks

AS Rajasekaran, O Maraqa, HU Sokun… - IEEE …, 2020 - ieeexplore.ieee.org
… a millimeter wave-NOMA (mmWave-NOMA) system that takes into account the end-user
signal … The implementation of NOMA in the downlink (DL) direction requires successive …

Joint user clustering, beamforming, and power allocation for mmWave-NOMA with imperfect SIC

B Lim, WJ Yun, J Kim, YC Ko - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
… To overcome these challenges, we propose CE based clustering for mmWave-NOMA.
Specifically, we investigate joint UE clustering and beamforming for mmWaveNOMA using …

User clustering and optimized power allocation for D2D communications at mmWave underlaying MIMO-NOMA cellular networks

S Solaiman, L Nassef, E Fadel - IEEE Access, 2021 - ieeexplore.ieee.org
… that the mmWave NOMA system surpasses mmWave OMA in … , the proposed multi-beam
NOMA scheme at mmWave in [27] … tional single-beam mmWave-NOMA scheme. In addition, …

Clustering and power optimization in mmWave massive MIMO–NOMA systems

S Wang, Y Long, R Ruby, X Fu - Physical Communication, 2021 - Elsevier
… Based on the user clustering idea, in this paper, we designed a hybrid precoding scheme
for a mmWave-based massive MIMO–NOMA system that has more assignable users

User clustering and power allocation for mmWave MIMO-NOMA with IoT devices

J Gao, X Wang, R Shen, Y Xu - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
… (mmWave) massive MIMO systems to further enhance the … domain mmWave NOMA scheme
based on user clustering. In … assigned to different ranks in the NOMA cluster, where they are …

Neural network aided user clustering in mmWave-NOMA systems with user decoding capability constraints

AS Rajasekaran, H Yanikomeroglu - IEEE Access, 2023 - ieeexplore.ieee.org
… in mmWave spectrum, the user clustering in mmWave-NOMA systems … user clustering
factoring in SIC decoding capability constraints in mmWaveNOMA systems, namely ANN-NOMA