Deep learning for super-resolution channel estimation and DOA estimation based massive MIMO system

H Huang, J Yang, H Huang, Y Song… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The recent concept of massive multiple-input multiple-output (MIMO) can significantly
improve the capacity of the communication network, and it has been regarded as a …

Deep learning-based channel estimation for beamspace mmWave massive MIMO systems

H He, CK Wen, S Jin, GY Li - IEEE Wireless Communications …, 2018 - ieeexplore.ieee.org
Channel estimation is very challenging when the receiver is equipped with a limited number
of radio-frequency (RF) chains in beamspace millimeter-wave massive multiple-input and …

Angle domain channel estimation in hybrid millimeter wave massive MIMO systems

D Fan, F Gao, Y Liu, Y Deng, G Wang… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
This paper proposes a novel direction-of-arrival (DOA)-aided channel estimation for a hybrid
millimeter-wave (mm-wave) massive multiple-input multiple-output system with a uniform …

Beamspace channel estimation in mmWave systems via cosparse image reconstruction technique

J Yang, CK Wen, S Jin, F Gao - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper considers the beamspace channel estimation problem in three-dimensional (3D)
lens antenna array under a millimeter-wave communication system. We analyze the …

A beam selection algorithm for millimeter-wave multi-user MIMO systems

R Pal, KV Srinivas, AK Chaitanya - IEEE Communications …, 2018 - ieeexplore.ieee.org
Millimeter wave (mmWave) frequencies offer huge transmission bandwidths and allow
packing a large number of antennas within a given aperture area, enabling high …

Relay hybrid precoding design in millimeter-wave massive MIMO systems

X Xue, Y Wang, L Dai… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper investigates the relay hybrid precoding design in millimeter-wave massive
multiple-input multiple-output systems. The optimal design of the relay hybrid precoding is …

Joint user scheduling and beam selection optimization for beam-based massive MIMO downlinks

Z Jiang, S Chen, S Zhou, Z Niu - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In beam-based massive multiple-input multiple-output systems, signals are processed
spatially in the radio-frequency (RF) front end and thereby the number of RF chains can be …

Beamspace channel estimation for millimeter wave massive MIMO system with hybrid precoding and combining

W Ma, C Qi - IEEE Transactions on Signal Processing, 2018 - ieeexplore.ieee.org
In this paper, a framework of beamspace channel estimation in millimeter wave massive
MIMO system is proposed. The framework includes the design of hybrid precoding and …

Beamspace channel estimation for wideband millimeter-wave MIMO with lens antenna array

X Gao, L Dai, S Zhou, AM Sayeed… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Beamspace channel estimation is essential for wideband millimeter-wave (mmWave) MIMO
with lens antenna array to achieve substantial increase in data rates with considerably …

Deep learning for super-resolution DOA estimation in massive MIMO systems

H Huang, G Gui, H Sari, F Adachi - 2018 IEEE 88th Vehicular …, 2018 - ieeexplore.ieee.org
The requirement of the increasing capacity of the communication networks promotes the
massive multiple input multiple output (MIMO), which has attracted a lot of attention among …