LIDAR point clouds and position information fed to a convolutional neural network can pick candidate mmWave beam pairs, cutting beam-selection overhead in simulated vehicle-to-infrastructure links.
Context information based init ial cell search for millimeter wave 5G cellular networks,
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LIDAR Data for Deep Learning-Based mmWave Beam-Selection
LIDAR point clouds and position information fed to a convolutional neural network can pick candidate mmWave beam pairs, cutting beam-selection overhead in simulated vehicle-to-infrastructure links.