Title
Millimeter Wave Communications on Overhead Messenger Wire: Deep Reinforcement Learning-Based Predictive Beam Tracking
Abstract
This paper discusses the feasibility of beam tracking against dynamics in millimeter wave (mmWave) nodes placed on overhead messenger wires. As specific disturbances in on-wire deployments, we consider wind-forced perturbations and disturbances caused by impulsive forces to wires. Our contribution is to answer whether the historical positions/velocities of a mmWave node are useful to track directi...
Year
DOI
Venue
2021
10.1109/TCCN.2021.3074939
IEEE Transactions on Cognitive Communications and Networking
Keywords
DocType
Volume
Wires,Vehicle dynamics,Perturbation methods,Millimeter wave communication,Beam steering,Receivers,Telephone poles
Journal
7
Issue
ISSN
Citations 
4
2332-7731
0
PageRank 
References 
Authors
0.34
0
8
Name
Order
Citations
PageRank
Yusuke Koda172.84
Masao Shinzaki201.01
Koji Yamamoto313545.58
Takayuki Nishio410638.21
Masahiro Morikura518463.42
Yushi Shirato600.68
Daisei Uchida700.68
Naoki Kita800.68