A GPS-aided CNN-GRU model predicts current and future optimal beams for UAV mmWave links, reporting top-1 accuracy above 70% and average power loss below 0.6 dB.
Accessing From the Sky: A Tutorial on UA V Communications for 5G and Beyond,
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GPS-Aided Deep Learning for Beam Prediction and Tracking in UAV mmWave Communication
A GPS-aided CNN-GRU model predicts current and future optimal beams for UAV mmWave links, reporting top-1 accuracy above 70% and average power loss below 0.6 dB.