Point Cloud-Based Proactive Link Quality Prediction for Millimeter-Wave Communications

This study demonstrates the feasibility of point cloud-based proactive link quality prediction for millimeter-wave (mmWave) communications. Previous studies have proposed machine learning-based methods to predict received signal strength for future time periods using time series of depth images to m...

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Veröffentlicht in:	IEEE Transactions on Machine Learning in Communications and Networking 2023, Vol.1, p.258-276
Hauptverfasser:	Ohta, Shoki, Nishio, Takayuki, Kudo, Riichi, Takahashi, Kahoko, Nagata, Hisashi
Format:	Artikel
Sprache:	eng
Schlagworte:	Cameras Laser radar LiDAR link quality prediction machine learning Millimeter wave communication point cloud Point cloud compression Three-dimensional displays Throughput Wireless communication
Online-Zugang:	Volltext
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