Low-complexity hybrid precoding in massive multiuser MIMO systems

L Liang, W Xu, X Dong - IEEE Wireless Communications …, 2014 - ieeexplore.ieee.org
… a low-complexity hybrid precoding scheme to approach … ) precoding (referred to as full-complexity
ZF), which is considered a virtually optimal linear precoding scheme in massive MIMO

Hybrid precoding for mmWave massive MIMO systems with partially connected structure

N Li, Z Wei, H Yang, X Zhang, D Yang - IEEE Access, 2017 - ieeexplore.ieee.org
… -wave (mmWave) massive MIMO systems due to low cost as … In general, there are two kinds
of hybrid precoding structures: … hybrid precoder design problem for mmWave massive MIMO

Deep-learning-based millimeter-wave massive MIMO for hybrid precoding

H Huang, Y Song, J Yang, G Gui… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
massive MIMO framework for effective hybrid precoding, … hybrid precoder is selected through
training based on the DNN for optimizing precoding process of the mmWave massive MIMO

Hybrid precoding for massive mmWave MIMO systems

X Liu, X Li, S Cao, Q Deng, R Ran, K Nguyen… - IEEE …, 2019 - ieeexplore.ieee.org
… In this paper, we propose a novel hybrid precoding scheme for a mmWave massive MIMO
system with the cluster-based channel model. Unlike the existing precoding schemes, which …

Deep learning for direct hybrid precoding in millimeter wave massive MIMO systems

X Li, A Alkhateeb - 2019 53rd Asilomar Conference on Signals …, 2019 - ieeexplore.ieee.org
… , that we call an auto-precoder. This auto-precoder network jointly senses the millimeter
wave (mmWave) channel and designs the hybrid precoding matrices with only a few training …

[PDF][PDF] A general hybrid precoding method for mmWave massive MIMO systems

Y Xie, B Li, Z Yan, J Fan, M Yang - Radioengineering, 2019 - academia.edu
… In this section, a multi-user massive MIMO system is considered with hybrid precoding at
the BS, as shown in Fig. 2. M sub-arrays are equipped on the BS side, each with K antenna …

Hybrid precoding for multiuser millimeter wave massive MIMO systems: A deep learning approach

AM Elbir, AK Papazafeiropoulos - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… precoders, they appear large computational complexity and … design of hybrid precoders
for the common multi-user MIMO … the hybrid precoding design in the case of multi-user MIMO

Exploiting spatial channel covariance for hybrid precoding in massive MIMO systems

S Park, J Park, A Yazdan… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
hybrid precodinghybrid precoding algorithm for multiuser massive MIMO systems. In our
work, we use regularized zero-forcing (RZF) precoding [24] as the digital baseband precoder

Clustering based hybrid precoding design for multi-user massive MIMO systems

L Zhang, L Gui, K Ying, Q Qin - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
… In this paper, we propose hybrid precoding schemes for multi-user massive MIMO systems
in mmWave communications. Innovatively, we formulate the FHP and AHP design problems …

Adaptive hybrid precoding for multiuser massive MIMO

X Zhu, Z Wang, L Dai, Q Wang - IEEE Communications Letters, 2016 - ieeexplore.ieee.org
massive MIMO systems with significantly reduced radio frequency (RF) chains, but it requires
a large … In this letter, an adaptive hybrid precoding (AHP) is proposed to approach the …