Introduces REED as a noncoherent primitive for signed aggregation in OTA-FL using paired resource-element energies, with exact first- and second-moment derivations under Rayleigh fading and a chip-diverse extension.
signSGD: Compressed optimisation for non-convex problems
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Resource-Element Energy Difference for Noncoherent Over-the-Air Federated Learning
Introduces REED as a noncoherent primitive for signed aggregation in OTA-FL using paired resource-element energies, with exact first- and second-moment derivations under Rayleigh fading and a chip-diverse extension.