ECG Denoising and Compression Using a Modified Extended Kalman Filter Structure

@article{Sayadi2008ECGDA,
  title={ECG Denoising and Compression Using a Modified Extended Kalman Filter Structure},
  author={Omid Sayadi and Mohammad Bagher Shamsollahi},
  journal={IEEE Transactions on Biomedical Engineering},
  year={2008},
  volume={55},
  pages={2240-2248}
}
This paper presents efficient denoising and lossy compression schemes for electrocardiogram (ECG) signals based on a modified extended Kalman filter (EKF) structure. We have used a previously introduced two-dimensional EKF structure and modified its governing equations to be extended to a 17-dimensional case. The new EKF structure is used not only for denoising, but also for compression, since it provides estimation for each of the new 15 model parameters. Using these specific parameters, the… CONTINUE READING
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