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DeepBeam: Coordination-Free mmWave Beam Management With Deep Waveform Learning

DeepBeam uses deep neural networks for passive, efficient 5G beam alignment, reducing latency and overhead. Copy Image URL via instructions below https://nu.testtechnologypublisher.com/files/sites/mark-saulich-18.jpg Background: The surge in mobile data traffic necessitates a new generation of wireless systems, leading to the development...

Published: 1/27/2025 | Updated: 3/21/2024 | Inventor(s): Michele Polese, Francesco Restuccia, Tommaso Melodia

Keywords(s): 5G Networks, 5g NR, Artificial intelligence, Beam, Beam Management, Communications, Deep learning, Machine Learning, Millimeter Wave Spectrum, Mobile devices, Next-generation Mobile Networks, Phased-Array

Category(s): -Networks, Technology Classifications > 3. Computer Science, Technology Classifications > WIoT