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

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

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 …

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

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 …

Energy-efficient hybrid precoding with low complexity for mmWave massive MIMO systems

Y Liu, Q Feng, Q Wu, Y Zhang, M Jin, T Qiu - IEEE Access, 2019 - ieeexplore.ieee.org
… To improve the energy efficiency of mmWave massive MIMO systems, we propose a new
partly-connected architecture and two hybrid precoding algorithms based on partly-connected …

Hybrid precoding for massive mmWave MIMO systems

X Liu, X Li, S Cao, Q Deng, R Ran, K Nguyen… - IEEE …, 2019 - ieeexplore.ieee.org
massive MIMO systems, the essence of hybrid precoding is … approach the fully digital precoding
matrix or inverted channel … novel hybrid precoding scheme for a mmWave massive MIMO

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 …

[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 …

A joint hybrid precoding/combining scheme based on equivalent channel for massive MIMO systems

S Wang, Z Li, M He, T Jiang, R Ruby… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
… In this paper, the idea of hybrid precoding/combining for single-user massive MIMO systems
in [45] is reconsidered and extended to multi-user scenarios. At first, an analog precoder at …