A real-time QRS detection method based on moving-averaging incorporating with wavelet denoising

Computer Methods and Programs in Biomedicine

Volumn 82, Issue 3, 2006, Pages 187-195

  Chen, Szi Wen ^a   Chen, Hsiao Chen ^a   Chan, Hsiao Lung ^a  

^a CHANG GUNG UNIVERSITY   (Taiwan)

Author keywords

Electrocardiogram (ECG); Moving average; QRS detection; Wavelet denoising

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; DATABASE SYSTEMS; REAL TIME SYSTEMS; SIGNAL PROCESSING; STORAGE ALLOCATION (COMPUTER);

MOVING AVERAGE; QRS DETECTION; SIGNAL QUALITY; WAVELET DENOISING;

WAVELET TRANSFORMS;

ALGORITHM; ARTICLE; DATA BASE; DIAGNOSTIC PROCEDURE; ELECTROCARDIOGRAPHY; EVALUATION; HEART ARRHYTHMIA; MATHEMATICAL COMPUTING; MEASUREMENT; NOISE REDUCTION; QRS COMPLEX; QUALITY CONTROL; RELIABILITY; SIGNAL DETECTION; SIGNAL PROCESSING; STANDARD; WAVEFORM;

ALGORITHMS; ARRHYTHMIA; COMPUTER SIMULATION; COMPUTING METHODOLOGIES; DATABASES; ELECTROCARDIOGRAPHY; HEART RATE; HUMANS; SIGNAL PROCESSING, COMPUTER-ASSISTED; STATISTICS;

EID: 33744914300     PISSN: 01692607     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cmpb.2005.11.012     Document Type: Article

References (20)

1. Köhler B.-U., Hennig C., and Orglmeister R. The principles of software QRS detection. IEEE Eng. Med. Biol. Mag. (2002) 42-57
2. Chan H.-L., Chou W.-S., Chen S.-W., Fang S.-C., Liou C.-S., and Hwang Y.-S. Continuous and online analysis of heart rate variability. J. Med. Eng. Technol. (2005) 227-234
3. Pan J., and Tompkins W.J. A real-time QRS detection algorithm. IEEE Trans. Biomed. Eng. (1985) 230-236
4. Sun Y., Suppappola S., and Wrublewski T.A. Microcontroller-based real-time QRS detection. Biomed. Instrum. Technol. (1992) 477-484
5. Suppappola S., and Sun Y. Nonlinear transform of ECG signals for digital QRS detection: a quantitative analysis. IEEE Trans. Biomed. Eng. (1994) 397-400
6. Trahanias P.E. An approach to QRS complex detection using mathematical morphology. IEEE Trans. Biomed. Eng. (1993) 201-205
7. Cohen A., and Landsberg D. Adaptive real-time wavelet detection. IEEE Trans. Biomed. Eng. (1983) 332-340
8. Dobbs S.E., Schmitt N.M., and Ozemek H.S. QRS detection by template matching using real-time correlation on a microcomputer. J. Clin. Eng. (1984) 197-212
9. Xue Q., Hu Y.H., and Tompkins W.J. Neural-network-based adaptive matched filtering for QRS detection. IEEE Trans. Biomed. Eng. (1992) 317-329
10. Bartolo A., Clymer B.D., Burgess R.C., Turnbull J.P., Golish J.A., and Perry M.C. An arrhythmia detecter and heart rate estimator for overnight polysomnography studies. IEEE Trans. Biomed. Eng. (2001) 513-521
11. May C., Hubing N., and Hahn A.W. Wavelet transforms for electrocardiogram processing. Biomed. Sci. Instrum. (1997) 1-6
12. Donoho D.L., and Johnstone I.M. Ideal spatial adaptation via wavelet shrinkage. Biometrika (1994) 425-455
13. Mallat S. Multifrequency channel decompositions of images and wavelet models. IEEE Trans. Acoustics, Speech Signal Process. (1989) 2091-2110
14. Mallat S. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans. Pattern Anal. Machine Intell. (1989) 674-693
15. Vishwanath M. The recursive pyramid algorithm for the discrete wavelet transform. IEEE Trans. Signal Process. (1994) 673-676
16. Vishwanath M., Owens R.M., and Irwin M.J. VLSI architectures for the discrete wavelet transform. IEEE Trans. Circuits Syst. II (1995) 305-316
17. Vishwanath M., and Owens R.M. A common architecture for the DWT and IDWT. Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors (1996), IEEE pp. 193-198
18. Oppenheim A.V., and Schafer R.W. Transform analysis of linear time-invariant systems. Discrete-time Signal Processing (1999), Prentice Hall, Upper Saddle River, NJ (Chapter 5)
19. Tompkins W.J. ECG QRS detection. Biomedical Digital Signal Processing (1993), Prentice Hall, Englewood Cliffs, NJ (Chapter 12)
20. Chen H.-C., and Chen S.-W. A moving average-based filtering system with its application to real-time QRS detection. Computers in Cardiology 2003 (2003), IEEE Computer Society Press, Los Alamitos, CA pp. 585-588