High efficient ECG compression based on reversible round-off non-recursive 1-D discrete periodized wavelet transform

Medical Engineering and Physics

Volumn 29, Issue 10, 2007, Pages 1149-1166

  Ku, Cheng Tung ^a,b   Hung, King Chu ^a   Wang, Huan Sheng ^a   Hung, Yao Shan ^c  

^a NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

^b TZU HUI INSTITUTE OF TECHNOLOGY   (Taiwan)

^c CHUNG SHAN INSTITUTE OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

Data compression; ECG; Reversible transformation; Wavelet transform

Indexed keywords

ALGORITHMS; DATA COMPRESSION; ERROR CORRECTION; THEOREM PROVING; WAVELET TRANSFORMS;

ERROR PROPAGATION; MINIMUM DYNAMIC RANGE; OCTAVE COEFFICIENTS; REVERSIBLE TRANSFORMATION;

ELECTROCARDIOGRAPHY;

ALGORITHM; ANALYTICAL ERROR; ARTICLE; DATA ANALYSIS; ELECTROCARDIOGRAM; NONLINEAR SYSTEM; PRIORITY JOURNAL; REGRESSION ANALYSIS;

ALGORITHMS; ARRHYTHMIAS, CARDIAC; DATA COMPRESSION; DATA INTERPRETATION, STATISTICAL; DATABASES, FACTUAL; ELECTROCARDIOGRAPHY; HUMANS; MODELS, STATISTICAL; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 35748929923     PISSN: 13504533     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.medengphy.2006.12.003     Document Type: Article

References (26)

1. Jalaleddine S.M.S., Hutchens C.G., Strattan R.D., and Coberly W.A. ECG data compression techniques-A unified approach. IEEE Trans Biomed Eng 37 4 (1990) 329-343
2. Nygaard R., Melnikov G., and Katsaggelos A.K. A rate distortion optimal ECG coding algorithm. IEEE Trans Biomed Eng 48 1 (2001) 28-40
3. Zigel Y., Cohen A., and Katz A. ECG signal compression using analysis by synthesis coding. IEEE Trans Biomed Eng 47 10 (2000) 1308-1316
4. Batista L.V., Melcher E.U.K., and Carvalho L.C. Compression of ECG signals by optimized quantization of discrete cosine transform coefficients. Med Eng Phys 23 2 (2001) 127-134
5. Blanco-Velasco M., Cruz-Roldan F., Godino-Llorente J.I., and Barner K.E. ECG compression with retrieved quality guaranteed. Electron Lett 40 23 (2004) 1466-1467
6. Benzid R., Marir F., Boussaad A., Benyoucef M., and Arar D. Fixed percentage of wavelet coefficients to be zeroed for ECG compression. Electron Lett 39 11 (2003) 830-831
7. Lu Z., Kim D.Y., and Pearlman W.A. Wavelet compression of ECG signals by the set partitioning in hierarchical trees (SPIHT) algorithm. IEEE Trans Biomed Eng 47 7 (2000) 849-856
8. Hilton M.L. Wavelet and wavelet packet compression of electrocardiograms. IEEE Trans Biomed Eng 44 5 (1997) 394-402
9. Djohan A., Nguyen T.Q., and Tompkins W.J. ECG compression using discrete symmetric wavelet transform. IEEE International Conference on Engineering in Medicine and Biology Society, vol. 1. 20-23 September 1995 (1995) 167-168
10. Ahmed S.M., Al-Shrouf A., and Abo-Zahhad M. ECG data compression using optimal non-orthogonal wavelet transform. Med Eng Phys 22 1 (2000) 39-46
11. Miaou S.-G., and Lin C.-L. A quality-on-demand algorithm for wavelet-based compression of electrocardiogram signals. IEEE Trans Biomed Eng 49 3 (2002) 233-239
12. Miaou S.-G., and Chen K.-T. Improving storage efficiency of vector quantization codebook for physiological quasi-periodic signals. Med Eng Phys 23 6 (2001) 401-410
13. Miaou S.-G., and Chao S.-N. Wavelet-based lossy-to-lossless ECG compression in a unified vector quantization framework. IEEE Trans Biomed Eng 52 3 (2005) 539-543
14. Ahmeda S.M., and Abo-Zahhad M. A new hybrid algorithm for ECG signal compression based on the wavelet transformation of the linearly predicted error. Med Eng Phys 23 2 (2001) 117-126
15. Tai S.-C., Sun C.-C., and Yan W.-C. A 2-D ECG compression method based on wavelet transform and modified SPIHT. IEEE Trans Biomed Eng 52 6 (2005) 999-1008
16. Blanco-Velasco M., Cruz-Roldan F., Lopez-Ferreras F., Bravo-Santos A., and Martinez-Munoz D. A low computational complexity algorithm for ECG signal compression. Med Eng Phys 26 7 (2004) 553-568
17. Vishwanath M. The recursive pyramid algorithm for the discrete wavelet transform. IEEE Trans Signal Process 42 (1994) 673-677
18. Hung K.-C., Huang Y.-J., Hsieh F.-C., and Wang J.-C. An AOCA-based VLSI architecture for non-recursive 2D discrete periodized wavelet transform. 14th international conference on digital signal processing, vol. 1. Santorini, Greece, July 1-3 (2002) 273-276
19. Tsai C.-F., Wang H.-S., and Hung K.-C. A high efficient non-recursive discrete periodized wavelet transform for extracting the transformed coefficients of coarser resolution levels. The 2004 IEEE Asia-Pacific Conf. on Circuits And Systems. December 6-9, 2004 (2004) 661-664
20. Moody G.B. MIT-BIH arrhythmia database directory. 3rd ed. (1992), MIT Division of Health Science and Technology
21. Hung K.-C., Hung Y.-S., and Huang Y.-J. A non-separable VLSI architecture for 2D discrete periodized wavelet transform. IEEE Trans VLSI Syst 9 5 (2001) 565-576
22. Daubechies I. Ten lectures on wavelet. CBMS-NSF Series in Applied Mathematics vol. 61 (1992), SIAM, Philadelphia, PA
23. Blanco-Velasco M., Cruz-Roldan F., Godino-Llorente J.I., Blanco-Velasco J., Armiens-Aparicio C., and Lopez-Ferreras F. On the use of PRD and CR parameters for ECG compression. Med Eng Phys 27 9 (2005) 798-802
24. Parhi Keshab K. VLSI digital signal processing systems: design and implementation. A Wiley-Interscience publication (1999), John Wiley & Sons, Inc. 0-471-24186-5
25. Wang S-H, Hung K-C, Wang H-S. Folded architecture for non-recursive wavelet transform and its chip implementation. Thesis. Department of Computer and Communication Engineering, National Kaohsiung First University of Science and Technology, Taiwan; 2005.
26. Lewis A.S., and Knowles G. VLSI architecture for 2D Daubechies wavelet transform without multipliers. Electron Lett 27 2 (1991) 171-173