Adaptive PPG Model Lowers Non-Invasive Glucose Error
Replay-based dynamic learning and proxy gradients adapt to drifting wearable signals, reaching 0.64 mmol/L MAE in subject-independent validation.
Jul 13, 20264 min2607.04414
Theory, algorithms, and applications of signal and data analysis.
Replay-based dynamic learning and proxy gradients adapt to drifting wearable signals, reaching 0.64 mmol/L MAE in subject-independent validation.
Mach-Zehnder readout and power-over-fiber match conventional 3T coil SNR with 5–10 mW modulator drive and fiber-only links.
Standard uplink SRS signals feed onboard synchronization, UE identification, and trajectory-based localization, beating AoA and TDoA baselines by about 5–6 m.
Recasting radio operators as dense matrix and vector kernels enables a full 3.0 GHz OFDM link on Ascend edge NPUs.
A FIFO residual-service layer tests shared contacts after routing, exposing up to 154 s of optimistic completion error.