Over-the-Air Federated Learning with Phase Noise: Analysis and Countermeasures

Martin Dahl, Erik G. Larsson

Wirelessly connected devices can collaborately train a machine learning model using federated learning, where the aggregation of model updates occurs using over-the-air computation…