DRL-based channel and latency aware radio resource allocation for 5G service-oriented RoF-mmWave RAN

S Shen, T Zhang, S Mao… - Journal of Lightwave …, 2021 - ieeexplore.ieee.org
A channel and latency aware radio resource allocation algorithm based on deep
reinforcement learning (DRL) is proposed and evaluated. The proposed scheme aims to …

Joint link-level and network-level reconfiguration for urban mmWave wireless backhaul networks

Y Liu, Q Hu, DM Blough - Computer Communications, 2020 - Elsevier
Due to the rapid densification of small cells in 5G and beyond cellular networks, deploying
wired high-bandwidth connections to every small cell base station (BS) is difficult …

Probabilistic shaping with pre-equalization in W-band MM-wave communication system with heterodyne coherent detection

L Zhao, R Zhang, W Zhou, S Shen, J Xiao… - Optical Fiber …, 2021 - Elsevier
In this paper, an 85 GHz MM-wave signal is demonstrated in the fiber and MM-wave
converged system in W-band. It is known to us, this is the first experimental demonstration …

End-to-End Design and Evaluation of mmWave Cellular Networks

M Polese - 2019 - research.unipd.it
The next generation of cellular networks (5G) is being designed to provide unprecedented
performance in mobile scenarios, with an increase in capacity, ultra-low latency and a …

[PDF][PDF] Design and analysis of millimeter-wave backhaul networks in urban environments

Q Hu - 2019 - core.ac.uk
3.1 Introduction mmWave communication has the potential to provide ultra high speed
wireless communication and it is being heavily researched for use in 5G cellular systems …

The Potential of Millimeter Waves for Future 5G Cellular and Vehicular Networks

M Giordani - 2019 - research.unipd.it
The fifth generation of wireless technology (5G) is positioned to address the demands and
business contexts of 2020 and beyond. It is expected to enable a fully mobile and connected …