ProtoBeam: Generalizing Deep Beam Prediction to Unseen Antennas using Prototypical Networks

Omar Mashaal, Elsayed Mohammed, Alec Digby +3

Deep learning techniques have recently emerged to efficiently manage mmWave beam transmissions without requiring time consuming beam sweeping strategies. A fundamental challenge in…