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Found 4 papers, 0 papers with code
Deep Learning based Fast and Accurate Beamforming for Millimeter-Wave Systems
To enable beamforming, array coefficients are typically stored in look-up tables (LUTs) for subsequent referencing.
FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users
The framework runs on the phones of the users and also on a server that coordinates learning from all users in the system.
Streaming from the Air: Enabling Drone-sourced Video Streaming Applications on 5G Open-RAN Architectures
This may result in uplink inter-cell interference and uplink performance degradation for the neighboring ground UEs when drones transmit at high data-rates (e. g., video streaming).
Networking and Internet Architecture Signal Processing
Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks
Then, we will describe how the controllers can be used to run ML algorithms to predict the number of users in each base station, and a use case in which these predictions are exploited by a higher-layer application to route vehicular traffic according to network Key Performance Indicators (KPIs).
