FadeNet: Deep learning-based mm-wave large-scale channel fading prediction and its applications
Accurate prediction of the large-scale channel fading is fundamental to planning and
optimization in 5G millimeter-wave cellular networks. The current prediction methods, which …
optimization in 5G millimeter-wave cellular networks. The current prediction methods, which …
Multi-armed bandit beam alignment and tracking for mobile millimeter wave communications
MB Booth, V Suresh, N Michelusi… - IEEE Communications …, 2019 - ieeexplore.ieee.org
We propose a novel beam alignment and tracking algorithm for time-varying millimeter wave
channels with a dynamic channel support. Millimeter wave beam alignment is challenging …
channels with a dynamic channel support. Millimeter wave beam alignment is challenging …
A comparative measurement study of commercial 5G mmWave deployments
5G-NR is beginning to be widely deployed in the mmWave frequencies in urban areas in the
US and around the world. Due to the directional nature of mmWave signal propagation …
US and around the world. Due to the directional nature of mmWave signal propagation …
Fast channel estimation and beam tracking for millimeter wave vehicular communications
Millimeter wave (mmWave) has been claimed to be the only viable solution for high-
bandwidth vehicular communications. However, frequent channel estimation and …
bandwidth vehicular communications. However, frequent channel estimation and …
Fast cell discovery in mm-wave 5G networks with context information
The exploitation of mm-wave bands is one of the key-enabler for 5G mobile radio networks.
However, the introduction of mm-wave technologies in cellular networks is not …
However, the introduction of mm-wave technologies in cellular networks is not …
Deep learning-based predictive beam management for 5G mmWave systems
AÖ Kaya, H Viswanathan - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
Periodic measurement reporting based beam management is not sufficiently agile for 5G
New Radio (NR) and comes with significant overhead that scales with the number of beams …
New Radio (NR) and comes with significant overhead that scales with the number of beams …
A framework for end-to-end evaluation of 5G mmWave cellular networks in ns-3
The growing demand for ubiquitous mobile data services along with the scarcity of spectrum
in the sub-6 GHz bands has given rise to the recent interest in developing wireless systems …
in the sub-6 GHz bands has given rise to the recent interest in developing wireless systems …
Mobility and blockage-aware communications in millimeter-wave vehicular networks
Mobility may degrade the performance of next-generation vehicular networks operating at
the millimeter-wave spectrum: frequent mis-alignment and blockages require repeated …
the millimeter-wave spectrum: frequent mis-alignment and blockages require repeated …
mm-Wave on wheels: Practical 60 GHz vehicular communication without beam training
At vehicular speeds, the contact time during which a mobile node is in range of a fixed road
side unit (RSU) is short. While this is not an issue if the RSU only needs to deliver textual …
side unit (RSU) is short. While this is not an issue if the RSU only needs to deliver textual …
Deep reinforcement learning based joint beam allocation and relay selection in mmWave vehicular networks
Millimeter-wave (mmWave) can provide abundant spectrum resource in vehicular
communication networks. Nevertheless, due to the high path-loss and blocking effects in …
communication networks. Nevertheless, due to the high path-loss and blocking effects in …