Non-Coherent Over-the-Air Federated Learning: Protocol, Convergence, and Device Scheduling

Haifeng Wen, Nicolò Michelusi, Osvaldo Simeone +2

To mitigate the scalability bottleneck in the radio access network (RAN) in federated edge learning (FEEL), over-the-air federated learning (AirFL) exploits waveform superposition…