ECG coding by wavelet-based linear prediction

IEEE Transactions on Biomedical Engineering

Volumn 44, Issue 12, 1997, Pages 1253-1261

  Ramakrishnan, A G ^a   Saha, Supratim ^a  

^a INDIAN INSTITUTE OF SCIENCE   (India)

Author keywords

Cyclostationarity; Discrete wavelet transform; ECG compression; Multirate processing; Period normalization

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL METHODS; ERROR ANALYSIS; SIGNAL ENCODING; WAVELET TRANSFORMS;

CYCLOSTATIONARITY; MULTIRATE PROCESSING;

ELECTROCARDIOGRAPHY;

AMPLITUDE MODULATION; ARTICLE; ELECTROCARDIOGRAM; MEDICAL EDUCATION; PREDICTION;

EID: 0031539302     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/10.649997     Document Type: Article

References (26)

1. J. R. Cox, F. M. Nolle, H. A. Fozzard, and G. C. Oliver, AZTEC: A preprocessing scheme for real time ECG rhythm analysis, IEEE Trans. Biomed. Eng., vol. BME-15, pp. 128-129, 1968.
2. J. P. Abenstein and W. J. Tompkins, A new data-reduction algorithm for real-time ECG rhythm analysis, IEEE Trans. Biomed. Eng., vol. 29, pp. 438, 1982.
3. M. Ishijima, S. B. Shin, G. H. Hostetter, and J. Sklansky, Scan-along polygonal approximation for data compression of electrocardiograms, IEEE Trans. Biomed. Eng., vol. BME-30, pp. 723-729, 1983.
4. N. Ahmed, P. J. Milne, and S. G. Harris, Electrocardiographic data compression via orthogonal transforms, IEEE Trans. Biomed. Eng., vol. BME-22, pp. 48487, 1975.
5. G. P. Fragakis, G. Papakonstantinou, and S. G. Tzafestas, A fast Walsh transform-based data compression multimicroprocessor system: Application to ECG signals, Math. Comput. Simulation, vol. 27, pp. 491-502, 1985.
6. B. R. S. Reddy and I. S. N. Murthy, ECG data compression using Fourier descriptors, IEEE Trans. Biomed. Eng., vol. BME-33, pp. 42834, 1986.
7. R. Degani, G. Bortolan, and R. Murolo, Karhunen-Loeve coding of ECG signals, Comput. Cardiol, 1991.
8. M. E. Womble, J. S. Halliday, S. K. Mitter, M. C. Lancaster, and J. H. Triebwasser, Data compression for storing and transmitting ECGs/VCG's, Proc. IEEE, vol. 65, pp. 702-706, 1977.
9. G. Nave and A. Cohen, ECG compression using long-term prediction, IEEE Trans. Biomed. Eng., vol. 40, pp. 877-885, 1993.
10. P. S. Hamilton and W. J. Tompkins, Compression of ambulatory ECG by average beat subtraction and residual differencing, IEEE Trans. Biomed. Eng., vol. 38, pp. 253-259, 1991.
11. B. Madhukar and I. S. N. Murthy, ECG data compression by modeling, Comput. Biomed. Res., vol. 26, pp. 310-317, 1993.
12. J. A. Cadzow and T. T. Hwang, Signal representation: An efficient procedure, IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP- 25, pp. 46165, 1977.
13. P. S. Hamilton and W. J. Tompkins, Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database, IEEE Trans. Biomed. Eng., vol. BME-33, pp. 1157-1165, 1986.
14. P. P. Vaidyanathan, Multirate Systems and Filter Banks. Englewood Cliffs, NJ: Prentice Hall, 1993.
15. W. Philips and G. De Jonghe, Data compression of ECG's by highdegree polynomial approximation, IEEE Trans. Biomed. Eng., vol. 39, pp. 330-337, 1992.
16. L. Senhadji, J. J. Bellanger, G. Carrault, and J. L. Coatrieux, Wavelet analysis of ECG signals, in Proc. Ann. Int. Conf. IEEE Eng., Med. Biol. Soc., 1990, vol. 12, pp. 811-812.
17. N. V. Thakor, Y. Sun, H. Rix, and P. Caminal, Multiwave: A waveletbased ECG data compression algorithm, IEICE Trans. Inform. Syst, vol. E76-D, pp. 1462-1469, 1993.
18. B. Bradie, Wavelet-packet based compression of single lead ECG, IEEE Trans. Biomed. Eng., vol. 43, pp. 493-501, 1996.
19. C. K. Chui, An Introduction to Wavelets. New York: Academic, 1992.
20. D. E. Newland, Random Vibrations, Spectral and Wavelet Analysis. New York: Wiley, 1993.
21. I. Daubechies, Orthonormal bases of compactly supported wavelets, Commn. Pure Appl. Math., vol. 41, pp. 909-996, 1988.
22. S. Mallat, A theory for multiresolution signal decomposition: The wavelet representation, IEEE Trans. Pattern Anal. Machine Intell, vol. 11, pp. 674-693, 1989.
23. U. E. Ruttiman and H. V. Pipberger, Compression of the ECG by prediction or interpolation and entropy encoding, IEEE Trans. Biomed. Eng., vol. BME-26, pp. 613-623, 1979.
24. J. Makhoul, Linear prediction-A tutorial review, Proc. IEEE, vol. 63, pp. 561-580, 1975.
25. W. Philips, ECG compression by time warped polynomials, IEEE Trans. Biomed. Eng., vol. 40, pp. 1095-1401, 1993.
26. S. Saha, ECG compression algorithms after period and amplitude normalization, Master of Science thesis, Indian Inst. Sei., Bangalore, India, 1996.