Multi-layer beamforming in uplink/downlink massive MIMO systems with multi-antenna users

F Rezaei, A Tadaion - Signal Processing, 2019 - Elsevier
System and channel model We consider an m-MIMO system consisting of one BS equipped
… environments in m-MIMO system where the BS has a large number of antennas and is high …

Multi-layer precoding: A potential solution for full-dimensional massive MIMO systems

A Alkhateeb, G Leus, RW Heath - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… 4(b) shows it can still achieve gain over conventional massive MIMO beamforming schemes
at much lower number of antennas. Fig. 4(b) also shows that multi-cell MMSE approaches …

Multi-layer precoding for full-dimensional massive MIMO systems

A Alkhateeb, G Leus, RW Heath - … on Signals, Systems and …, 2014 - ieeexplore.ieee.org
multi-layer precoding design for full-dimensional massive MIMO systems, and show how it
enables leveraging the large-… c (3) , we design FA c as a conjugate beamforming matrix based …

Harvest the potential of massive MIMO with multi-layer techniques

M Feng, S Mao - IEEE Network, 2016 - ieeexplore.ieee.org
… roles in harvesting the performance gains of massive MIMO. In this article, we … of massive
MIMO systems. We then investigate the multi-layer techniques for incorporating massive MIMO

Performance of enhanced massive multiuser MIMO systems using transmit beamforming and transmit antenna selection techniques

SE El-Khamy, KH Moussa, AA El-Sherif - Wireless Personal …, 2017 - Springer
… This scenario applies to cellular communication systems in which the channel is a
Massive MIMO channel. Multiuser transmit BF is utilized to support multi-stream (or multi-layer) …

A 71-to-86-GHz 16-element by 16-beam multi-user beamforming integrated receiver sub-array for massive MIMO

E Naviasky, L Iotti, G LaCaille, B Nikolić… - IEEE Journal of Solid …, 2021 - ieeexplore.ieee.org
… This design was specifically developed for massive MIMO systems, where minimizing
area and power is key, while NF requirements can be relaxed due to array gains [8]. …

Learning to beamform in heterogeneous massive MIMO networks

M Zhu, TH Chang, M Hong - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
… good beamforming performance within a small number of iterations, we employ a multi-layer
perception (MLP) to predict the gradient vector with respect to the beamforming vectors. By …

Joint optimization of hybrid beamforming for multi-user massive MIMO downlink

Z Li, S Han, S Sangodoyin, R Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… digital beamformers, and propose multi-layer beamforming strategies with different time
scales. In the first layer, analog precoders/combiners are designed based on the second order …

A family of deep learning architectures for channel estimation and hybrid beamforming in multi-carrier mm-wave massive MIMO

AM Elbir, KV Mishra, MRB Shankar… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Among prior works, [21]–[24] consider channel estimation for wideband mm-Wave massive
MIMO systems. The hybrid beamforming design was investigated in [19], [25]–[27] where …

Novel multilayer extreme learning machine as a massive MIMO receiver for millimeter wave communications

DF Carrera, C Vargas-Rosales, D Zabala-Blanco… - IEEE …, 2022 - ieeexplore.ieee.org
Massive MIMO systems are a fundamental technology used for beamforming in mmWave
systems… this study, the M-ELM receiver will be introduced for mmWave massive MIMO systems. …