Population
Normal ECGs selected from the MIT-BIH normal sinus rhythm database with added artificial white Gaussian…
Comparison
Marginalized particle-extended Kalman filter… vs Extended Kalman filter and extended Kalman…
Design
Other
Authors
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May enhance ECG denoising in noisy settings; leaves open prospective clinical validation before adoption.
The MP-EKF algorithm provides superior ECG denoising and better preserves diagnostic morphology compared to traditional EKF/EKS methods, particularly in high-noise and nonstationary environments.
Hesar et al. (2016) studied this question.
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