Over-the-air federated learning exceeds amplifier peak-power limits in practice, and clipping-filtering mitigation degrades performance especially in multi-carrier OFDM systems.
Over-the-air computation in OFDM systems with imperfect channel state information,
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On Signal Peak Power Constraint of Over-the-Air Federated Learning
Over-the-air federated learning exceeds amplifier peak-power limits in practice, and clipping-filtering mitigation degrades performance especially in multi-carrier OFDM systems.