A Kalman based hybrid precoding for multi-user millimeter wave MIMO systems

A Vizziello, P Savazzi, KR Chowdhury - IEEE Access, 2018 - ieeexplore.ieee.org
Millimeter-wave communication in the 60-GHz band requires large antenna arrays at both
the transmit and receive terminals to achieve beamforming gains, in order to counteract the …

Fast initial access with deep learning for beam prediction in 5G mmWave networks

TS Cousik, VK Shah, JH Reed, T Erpek… - MILCOM 2021-2021 …, 2021 - ieeexplore.ieee.org
We present DeepIA, a deep learning solution for a fast, reliable and secure initial access (IA)
in directional networks such as the mmWave networks in 5G systems. By utilizing only a …

Deep learning for fast and reliable initial access in AI-driven 6G mm wave networks

TS Cousik, VK Shah, T Erpek… - … on Network Science …, 2022 - ieeexplore.ieee.org
We present DeepIA, a deep neural network (DNN) framework for fast and reliable initial
access (IA) for artificial intelligence (AI)-driven 6G millimeter wave (mmWave) networks …

Fast initial access for mmWave 5G systems with hybrid beamforming using online statistics learning

H Soleimani, R Parada, S Tomasin… - IEEE Communications …, 2019 - ieeexplore.ieee.org
In cellular communication systems, user discovery or initial access (IA) procedures enable a
terminal entering a cell to connect to the base station (BS). Up to 4G systems, users …

BRNN-LSTM for initial access in millimeter wave communications

A Aldalbahi, F Shahabi, M Jasim - Electronics, 2021 - mdpi.com
The use of beamforming technology in standalone (SA) millimeter wave communications
results in directional transmission and reception modes at the mobile station (MS) and base …

Higher-order space harmonics in substrate integrated waveguide leaky-wave antennas

MR Rahimi, MS Sharawi, K Wu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The concept and feasibility of deploying higher-order space harmonics (HSHs) in 1-D
periodic leaky-wave antennas (1-D periodic LWAs) is proposed, studied, analyzed, and …

A monolayer dually polarized high-order space harmonic leaky-wave SIW antennas with fixed and scanning beam capability

MR Rahimi, MS Sharawi, K Wu - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
In this work, the concept of high-order space harmonics (HSHs) applied to a hybrid form of
nonradiative dielectric (NRD) waveguide and substrate-integrated square waveguide (SIW) …

[HTML][HTML] Digital compass for multi-user beam access in mmWave cellular networks

A Aldalbahi, N Siasi, A Mazin, MA Jasim - Digital Communications and …, 2023 - Elsevier
Beamforming in stand-alone Millimeter-Wave (mmWave) communications results in
prolonged access times and latencies due to the increased number of measurements …

Energy‐efficient hybrid beamforming for millimeter‐wave‐based massive multiple‐input multiple‐output system

S Biru, S Mishra, RS Singh, S Chura… - International Journal …, 2024 - Wiley Online Library
The advanced wireless communication system requires abridged energy consumption,
enhanced data rate, and good signal coverage. The massive MIMO technology for 5G …

Multi‐beam receive scheme for millimetre wave wireless communication system

W Chen, S He, Q Xu, L Yang - IET Communications, 2019 - Wiley Online Library
Different from the conventional receive scheme for millimetre wave (mmWave)
communication, this study proposes a multi‐beam receive scheme to improve the quality of …