상세정보
학술지
Electrocardiogram Fiducial Point Detector Using a Bilateral Filter and Symmetrical Point-Filter Structure
- 발행일
- 202110
- 출처
- International Journal of Environmental Research and Public Health, v.18 no.20, pp.1-28
- ISSN
- 1661-7827
- 출판사
- MDPI
- 협약과제
- 21ZD1100, 대경권 지역산업 기반 ICT 융합기술 고도화 지원사업, 문기영
- 초록
- The characteristics or aspects of important fiducial points (FPs) in the electrocardiogram (ECG) signal are complicated because of various factors, such as non-stationary effects and low signal-to-noise ratio. Due to the various noises caused by the ECG signal measurement environment and by typical ECG signal deformation due to heart diseases, detecting such FPs becomes a challenging task. In this study, we introduce a novel PQRST complex detector using a one-dimensional bilateral filter (1DBF) and the temporal characteristics of FPs. The 1DBF with noise suppression and edge preservation preserves the P-or T-wave whereas it suppresses the QRS-interval. The 1DBF acts as a background predictor for predicting the background corresponding to the P-and T-waves and the remaining flat interval excluding the QRS-interval. The R-peak and QRS-interval are founded by the difference of the original ECG signal and the predicted background signal. Then, the Q-and S-points and the FPs related to the P-and T-wave are sequentially detected using the determined searching range and detection order based on the detected R-peak. The detection performance of the proposed method is analyzed through the MIT-BIH database (MIT-DB) and the QT database (QT-DB).
- KSP 제안 키워드
- Background signal, Bilateral Filter, Edge preservation, Electrocardiogram (ECG) signal, Fiducial points, Heart disease, MIT-BIH database, Non-stationary effects, One-dimensional, PQRST complex, Point detector
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