A survey on hybrid beamforming techniques in 5G: Architecture and system model perspectives

I Ahmed, H Khammari, A Shahid… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The increasing wireless data traffic demands have driven the need to explore suitable
spectrum regions for meeting the projected requirements. In the light of this, millimeter wave …

Tensor-based channel estimation for massive MIMO-OFDM systems

DC Araújo, ALF De Almeida, JPCL Da Costa… - IEEE …, 2019 - ieeexplore.ieee.org
Channel estimation is a crucial problem for massive multiple input multiple output (MIMO)
systems to achieve the expected benefits in terms of spectrum and energy efficiencies …

Hybrid precoding based on active learning for mmWave massive MIMO communication systems

M Nouri, H Behroozi, H Bastami… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this paper, a cost-effective and high-accuracy precoding technique based on-Fuzzy
pareto active learning (FPAL) is proposed for millimeter wave (mmWave) massive MIMO …

Sub-6G aided millimeter wave hybrid beamforming: A two-stage deep learning framework with statistical channel information

S Lv, X Li, J Liu, M Shi - IEEE Transactions on Green …, 2024 - ieeexplore.ieee.org
This paper focuses on a deep learning (DL) framework for the Sub-6G aided millimeter-
wave (mmWave) communication system, aiming to reduce the overhead of mmWave …

Hybrid beamforming design with finite-resolution phase-shifters for frequency selective massive MIMO channels

DC Araújo, E Karipidis, ALF de Almeida… - … on Acoustics, Speech …, 2017 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) theoretical performance results have attracted
the attention of the community due to the possibility of increasing the spectral efficiency in …

A Low-Complexity Blind Iterative Approach for Receive-Side Hybrid Beamforming

Y Vasavada, A Dhami, JH Reed - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper introduces a novel blind iterative projections algorithm to address challenges
associated with codebook-based beamforming in 5G and beyond systems. In contrast to …

Hybrid beamforming in uplink massive MIMO systems in the presence of blockers

X Zhang, M Coldrey, T Eriksson… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Hybrid beamforming (HBF) is a potential solution to reduce the baseband hardware cost in
massive multiple-input multiple-output (MIMO) systems that has drawn considerable …

Hybrid Beamforming with G2+ 1+ 1 Transmission Scheme and Modified SIC Design for Milimeter Wave Channel

FM Caldas, DC Araújo, WCF Junior - Journal of Communication and …, 2017 - jcis.sbrt.org.br
The use of massive multiple input multiple output (MIMO) has been considered as a key
enabler to achieve the 5G requirements [1]. With the large array of antennas, the …