Data-driven-based analog beam selection for hybrid beamforming under mm-wave channels

Y Long, Z Chen, J Fang… - IEEE Journal of Selected …, 2018 - ieeexplore.ieee.org
… In this paper, to solve the analog beam selection problem in a low-complexity way, we propose
a … To begin with, we consider the beam selection problem as a multi-class classification …

A novel two-stage beam selection algorithm in mmWave hybrid beamforming system

H Yu, W Qu, Y Fu, C Jiang… - IEEE Communications …, 2019 - ieeexplore.ieee.org
… This letter studies the analog beam selection scheme for hybrid beamforming system. First,
… the quality of beam set. Based on this metric, we transform the beam selection problem into a …

Hybrid beamforming with selection for multiuser massive MIMO systems

VV Ratnam, AF Molisch, OY Bursalioglu… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
… In this paper we study a generalization of this approach, namely, hybrid beamforming with
selection (HBwS), as a solution to achieve performance1 comparable to HBiCSI, while still …

Multiple-beam selection with limited feedback for hybrid beamforming in massive MIMO systems

Y Ren, Y Wang, C Qi, Y Liu - IEEE Access, 2017 - ieeexplore.ieee.org
… for analog beamforming. In the paper, we consider a practical hybrid beamforming, which …
(ZF) precoding in digital beamforming, and beam selection for analog beamforming. Firstly, the …

Machine learning based beam selection with low complexity hybrid beamforming design for 5G massive MIMO systems

I Ahmed, MK Shahid, H Khammari… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
hybrid beamforming design with the aid of a machine learning based beam-user selection
… , we consider the beam selection and hybrid beamforming design in a single subchannel. …

Hybrid beamforming for large antenna arrays with phase shifter selection

S Payami, M Ghoraishi, M Dianati - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… power to operate and hybrid beamformers employ a massive … hybrid beamformers, two
main objectives are followed in this paper. Firstly, an asymptotically optimal hybrid beamforming

DFT-based hybrid beamforming multiuser systems: Rate analysis and beam selection

Y Han, S Jin, J Zhang, J Zhang… - IEEE Journal of Selected …, 2018 - ieeexplore.ieee.org
beamforming for multiuser systems. This paper focuses on the Butler matrix based hybrid
beamforming architecture and investigates analog beam selection schemes for multiuser …

Joint user-beam selection for hybrid beamforming in asynchronously coordinated multi-cell networks

A Michaloliakos, WC Ao… - 2016 information theory …, 2016 - ieeexplore.ieee.org
… and select the users to be served. In this paper, we study the joint user-beam selection
problem in the context of a hybrid beamforming system where the analog beamforming

Hybrid beamforming for massive MIMO: A survey

AF Molisch, VV Ratnam, S Han, Z Li… - IEEE …, 2017 - ieeexplore.ieee.org
Beam Selection: Another hybrid beamforming structure is based on continuous aperture
phased (CAP)-MIMO transceivers. It uses a lens antenna instead of the phase shifters or …

Deep reinforcement learning based beam selection for hybrid beamforming and user grouping in massive MIMO-NOMA system

I Ahmed, MK Shahid, T Faisal - IEEE Access, 2022 - ieeexplore.ieee.org
… In this section, we formulate the joint beam selection and hybrid beamforming design … users
in a beam n, where n ∈ B and B is the set of selected beams. No two beams serve the same …