Abstract
Methods of noise reduction have decisive influence on performance of all electrocardiographic (ECG) signal processing systems. This work deals with problems of baseline wander and powerline interference reduction. It is impossible to reduce effectively these disturbances without signal distortion using a linear filtering approach. Another disadvantage of the linear filters is their long impulse response. This leads to inadmissibly large delay in ECG signal analysis in monitoring and exercise electrocardiography. This work presents a new class of nonlinear filters without these disadvantages. Additionally, using a bank of these filters, powerline interference reduction is possible. Performance of the new method is experimentally compared with the traditional methods of baseline wander reduction using synthetic as well as the signals from the CTS-ECG database.
| Original language | English |
|---|---|
| Pages (from-to) | 781-793 |
| Number of pages | 13 |
| Journal | Signal Processing |
| Volume | 85 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - Apr 2005 |
Keywords
- AC interference
- Baseline wander
- Biomedical signal processing
- Filter bank
- Nonlinear filtering
ASJC Scopus subject areas
- Control and Systems Engineering
- Software
- Signal Processing
- Computer Vision and Pattern Recognition
- Electrical and Electronic Engineering
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