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arXiv cs.AI·

Resource-Element Energy Difference for Noncoherent Over-the-Air Federated Learning

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In three linesNew REED physical-layer primitive for noncoherent over-the-air federated learning aggregation. Maps positive/negative parts of model updates to paired transmit energies, removing need for synchronization and instantaneous CSI. Derives exact variance expressions for Rayleigh fading channels.
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