AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Single-channel radio-frequency (RF) signal separation is important for interference mitigation when a signal of interest overlaps with a co-channel interferer in time and frequency. Classical matched filtering and LMMSE receivers are limited under structured non-Gaussian interference, while diffusion and score-based me...
BeatFlow-ECG is presented, a conditional rectified-flow model for reconstructing single-channel ECG from synchronized PPG and inertial measurements and achieves the best results among the evaluated deterministic, adversarial, and diffusion-based baselines across all reported waveform and beat-timing metrics.
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