A literature survey on AI-aided beamforming and beam management for 5G and 6G systems

DS Brilhante, JC Manjarres, R Moreira… - Sensors, 2023 - mdpi.com
Modern wireless communication systems rely heavily on multiple antennas and their
corresponding signal processing to achieve optimal performance. As 5G and 6G networks …

Mobility and blockage-aware communications in millimeter-wave vehicular networks

M Hussain, M Scalabrin, M Rossi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Mobility may degrade the performance of next-generation vehicular networks operating at
the millimeter-wave spectrum: frequent mis-alignment and blockages require repeated …

Optimal beam association for high mobility mmwave vehicular networks: Lightweight parallel reinforcement learning approach

N Van Huynh, DN Nguyen, DT Hoang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In intelligent transportation systems (ITS), vehicles are expected to feature with advanced
applications and services which demand ultra-high data rates and low-latency …

Framework for Analyzing Spatial Interference in Vehicle-to-Vehicle Communication Networks with Positional Errors

N Kanthasamy, A Wyglinski - Electronics, 2025 - mdpi.com
This paper introduces a novel framework for evaluating vehicle-to-vehicle (V2V)
communication systems, employing beamforming and null steering techniques. Addressing …

Optimal beam association in mmWave vehicular networks with parallel reinforcement learning

N Van Huynh, DN Nguyen, DT Hoang… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
This paper develops a beam association framework for mm Wave vehicular networks to
improve the system performance in terms of handover, disconnection time, and data rate …

Beam Alignment for Millimeter Wave Wireless Communications: A Multiscale Approach

M Hussain - 2021 - search.proquest.com
Millimeter-wave communications use narrow beams to overcome the enormous signal
attenuation. Such narrow-beam communication demands precise beam-alignment between …