A 2-D ECG compression algorithm based on wavelet transform and vector quantization

Digital Signal Processing: A Review Journal

Volumn 18, Issue 2, 2008, Pages 179-188

  Wang, Xingyuan ^a   Meng, Juan ^a  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Electrocardiogram (ECG) compression; Tree vector (TV); Validity; Vector quantization (VQ); Wavelet transform

Indexed keywords

ALGORITHMS; COMPRESSION RATIO (MACHINERY); CORRELATION THEORY; DATABASE SYSTEMS; VECTOR QUANTIZATION; WAVELET TRANSFORMS;

COMPRESSION ALGORITHMS; DATA ARRAY; ELECTROCARDIOGRAM (ECG) COMPRESSION;

ELECTROCARDIOGRAPHY;

EID: 40049092582     PISSN: 10512004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dsp.2007.03.003     Document Type: Article

References (32)

1. S. Jalaleddine C. Hutchens R. Strattan ECG data compression techniques—A unified approach IEEE Trans. Biomed. Eng. 37 4 1990 329 343
2. S.M. Ahmed A. Al-Shrouf M. Abo-Zahhad ECG data compression using optimal non-orthogonal wavelet transform Med. Eng. Phys. 22 1 2000 39 46
3. R.N. Horspool, W.J. Windels, An LZ approach to ECG compression, in: Proc. IEEE Symp. Computer-Based Medical Systems, 1994, pp. 71–76
4. A. Koski Lossless ECG encoding Comput. Meth. Prog. Biomed. 52 1 1997 23 33
5. Z. Arnavut, Lossless and near-lossless compression of ECG signals, in: Proc. IEEE Annu. EMBS Int. Conf., 2001, pp. 2146–2149
6. Using contexts and R–R estimation in lossless ECG compression
7. X.Y. Wang Chaos in Complex Nonlinear Systems 2003 Electronic Industry Press Beijing pp. 114–150
8. M.L. Hilton Wavelet and wavelet packet compression of electrocardiograms IEEE Trans. Biomed. Eng. 44 5 1997 394 402
9. Z. Lu D.Y. Kim W.A. Pearlman Wavelet compression of ECG signals by the set partitioning in hierarchical trees algorithm IEEE Trans. Biomed. Eng. 47 7 2000 849 856
10. S.G. Miaou H.L. Yen C.L. Lin Wavelet-based ECG compression using dynamic vector quantization with tree codevectors in single codebook IEEE Trans. Biomed. Eng. 49 7 2002 671 680
11. S.G. Miaou S.N. Chao Wavelet-based lossy-to-lossless ECG compression in a unified vector quantization framework IEEE Trans. Biomed. Eng. 52 3 2005 539 543
12. A.R.A. Moghaddam, K. Nayebi, A two-dimensional wavelet packet approach for ECG compression, in: Int. Symp. Signal Process. Appl. (ISSPA), 2001, pp. 226–229
13. M. Moazami-Goudarzi, M.H. Moradi, S. Abbasabadi, High performance method for electrocardiogram compression using two-dimensional multiwavelet transform, in: IEEE 7th Workshop on Mult. Signal Process., 2005, pp. 1–5
14. H. Lee K.M. Buckley ECG data compression using cut and align beats approach and 2-D transform IEEE Trans. Biomed. Eng. 46 5 1999 556 564
15. K. Anant F. Dowla G. Rodrigue Vector quantization of ECG wavelet coefficients IEEE Signal Process. Lett. 2 7 1995 129 131
16. B. Bradie Wavelet packet-based compression of single lead ECG IEEE Trans. Biomed. Eng. 43 5 1996 493 501
17. W. Sweldens The lifting scheme: A custom-design construction of biorthogonal wavelets Appl. Comput. Harmon. Anal. 3 2 1996 186 200
18. A.R. Calderbank I. Daubechies W. Sweldens Wavelet transforms that map integers to integers Appl. Comput. Harmon. Anal. 5 4 1998 332 369
19. J.P. Zhou Y.X. Yang Wavelet transform technique used in image compression J. Circ. Syst. 2 2 1997 58 65
20. C.L. Hu Y.K. Chen C.L. Ma The choice of wavelet bases in image compression J. Image Graph. 3 9 1998 742 745
21. X.H. Yu M. Yao Wavelet transform and the choice of wavelet base in image compression Comput. Appl. 21 7 2001 20 22
22. G.M. Davis A wavelet-based analysis of fractal image compression IEEE Trans. Image Process. 7 2 1998 141 154
23. S.H. Sun Z.M. Lu Vector Quantization Technology and Application 2002 Science Press Beijing pp. 41–50
24. M. Okada A digital filter for the QRS complex detection IEEE Trans. Biomed. Eng. 26 12 1979 700 703
25. J. Pan W.J. Tompkins A real-time QRS detection algorithm IEEE Trans. Biomed. Eng. 32 3 1985 230 236
26. G.M. Friesen T.C. Jannett M.N. Jadallah A comparison of the noise sensitivity of nine QRS detection algorithms IEEE Trans. Biomed. Eng. 37 1 1990 85 98
27. S. Kadambe R. Murray G.F. Boudreaux-Bartels Wavelet transform-based QRS complex detector IEEE Trans. Biomed. Eng. 46 7 1999 838 848
28. Y. Linde A. Buzo R.M. Gray An algorithm for vector quantizer design IEEE Trans. Commun. 1 1 1980 84 95
29. G.B. Moody R.G. Mark The impact of the MIT/BIH arrhythmia database IEEE Eng. Med. Biol. Mag. 22 3 2001 45 50
30. Y. Zigel A. Cohen A. Katz The weighted diagnostic distortion (WDD) measure for ECG signal compression IEEE Trans. Biomed. Eng. 47 11 2000 1422 1430
31. A. Bilgin M.W. Marcellin M.I. Altbach Compression of electrocardiogram signals using JPEG2000 IEEE Trans. Consum. Electron. 49 4 2003 833 840
32. S.C. Tai C.C. Sun W.C. Yan A 2-D ECG compression method based on wavelet transform and modified SPIHT IEEE Trans. Biomed. Eng. 52 6 2005 999 1008