The Transactions of the Korean Institute of Electrical Engineers D (대한전기학회논문지:시스템및제어부문D)

The Korean Institute of Electrical Engineers (대한전기학회)
권호 표지

A Eliminating Method for Baseline Wander Using Ascending Slope Tracing waves in ECG

심전도의 상승 기울기 추적파를 이용한 기저선 변동의 제거방법

  • Published : 2006.11.01
Download PDF
⟨ Previous Next ⟩

Abstract

In this paper, we propose a method to eliminate the baseline wander for ECG based on waveform morphology analysis. This method uses the ascending slope tracing waves to approximate the baseline wander in ECG and subtracts these waves from the original ECG to eliminate the baseline wander. This ascending slope tracing waves was developed for efficient enhancement of slope inverting points and sudden slope changing points. This method has been applied to MIT/BIH database to verify its efficacy and validity in practical applications.

Keywords

References

  1. L. Sornmo,'Time varying digital filtering of ECG baseline wander', Med. & Biol. Eng. & Computing, pp. 503-508, 1993 https://doi.org/10.1007/BF02441986
  2. S.H. Oguz, M.H. Asyali,'A morphology based algorithm for baseline wander elimination in ECG records', Proceedings of the 1992 International Conference Biomedical Engineering Days, 18-20 August 1992, Istanbul, Turkey, pp. 157-160, 1992 https://doi.org/10.1109/IBED.1992.247104
  3. C. R. Meyer, H. N. Kelser,'Electrocardiogram baseline noise estimation and removal using cubic splines and state-space computation techniques', Computers and Biomedical Research, vol. 10, 00. 459-470, 1977 https://doi.org/10.1016/0010-4809(77)90021-0
  4. J. A. Van Alste, W. Van Eck, O. E. Herrman, 'ECG baseline wander reduction using linear phase filters'. Comput, Biomed. Res., 1986, Vol. 19, pp : 417-427 https://doi.org/10.1016/0010-4809(86)90037-6
  5. J. A. Van Aleste, T. S. Schilder,'Removal of baseline wander and power-line interference from the ECG by an efficient Fill filter with a reduced number of taps', IEEE Trans. Biomed. Eng., vol. BME-32, no. 12. pp. 1052-1060, 1985 https://doi.org/10.1109/TBME.1985.325514
  6. American Heart Association on Electrocardiography, 'Recommendations for standarization on lead and specifications for instruments in ECG/VCG', Circulation. 52. pp. 11-254, 1975
  7. B. Mozaffary, M. A. Tinati,'ECG baseline wander elimination using wavelet packets', Enformatika Trans. Eng., Comput. & Tech. V3, ISSN 1305-5313. pp. 22-24, 2004
  8. J. Lee, W. Jo, G. Lee.'Adaptive filtering for baseline wander noise of ECG using neural networks', IEOCE Trans. Inform. & Syst., vol.E87-D, no. 1, pp.261-266. 2004
  9. Jane. R., Laguna, P., Thaker, N.V., Caminal, P.,'Adaptive baseline wander removal in the ECG: comparative analysis with cubic spline technique'. Computers in Cardiology, pp, 143-146. 1992 https://doi.org/10.1109/CIC.1992.269426
  10. 김정국, 정석훈, 권철기, 함광근, 김응주, 박희남, 김영훈,허웅,'Biphasic 자동형 제세동기 시스템 개발', 의공학회지, 제25권, 2호, pp.119-127, 2004