Population
A variety of ECG signals
Comparison
Adaptive Kalman filter with adaptive… vs Kalman filter with fixed, optimized noise…
Authors
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Adaptive ECG filtering may aid ambulatory monitoring without priors; leaves open prospective clinical validation.
An adaptive Kalman filter can effectively enhance ambulatory ECG signals without requiring a priori knowledge of signal characteristics.
Vullings et al. (2011) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: