Online Learning for Position-Aided Millimeter Wave Beam Training

Accurate beam alignment is essential for the beam-based millimeter wave communications. The conventional beam sweeping solutions often have large overhead, which is unacceptable for mobile applications, such as a vehicle to everything. The learning-based solutions that leverage the sensor data (e.g....

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Bibliographic Details
Main Authors: Vutha Va, Takayuki Shimizu, Gaurav Bansal, Robert W. Heath
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8662770/