TBMA with lattice projection in AirComp achieves exponential MSE decay with energy-to-noise ratio under nonparametric estimation, unlike conventional inverse scaling.
Waveforms for computing over the air
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SumComp coding for digital OTA computation of nomographic functions achieves ~10 dB better normalized MSE than analog and ChannelComp baselines for arithmetic and geometric means in low-noise regimes.
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Exponential Noise Robustness of Type-Based Multiple Access for Over-the-Air Computation
TBMA with lattice projection in AirComp achieves exponential MSE decay with energy-to-noise ratio under nonparametric estimation, unlike conventional inverse scaling.
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SumComp: Coding for Digital Over-the-Air Computation via the Ring of Integers
SumComp coding for digital OTA computation of nomographic functions achieves ~10 dB better normalized MSE than analog and ChannelComp baselines for arithmetic and geometric means in low-noise regimes.