A novel ECG data compression method based on nonrecursive discrete periodized wavelet transform

IEEE Transactions on Biomedical Engineering

Volumn 53, Issue 12, 2006, Pages 2577-2583

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

ECG; ECG data compression; NRDPWT; Wavelet transform

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; DATA COMPRESSION; DATABASE SYSTEMS; WAVELET TRANSFORMS;

ECG DATA COMPRESSION; NRDPWT; PERCENTAGE ROOT MEAN SQUARE DIFFERENCE (PRD);

ELECTROCARDIOGRAPHY;

ALGORITHM; ARTICLE; CORRELATION COEFFICIENT; DATA ANALYSIS; DATA BASE; ELECTROCARDIOGRAM; PERFORMANCE; RATING SCALE;

ALGORITHMS; DATA COMPRESSION; DATABASES, FACTUAL; ELECTROCARDIOGRAPHY; HUMANS; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 33845870967     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2006.881772     Document Type: Article

References (17)

1. S. Jalaleddine, C. Hutchens, R. Strattan, and W. Coberly, "ECG data compression techniques-A unified approach," IEEE Trans. Biomed. Eng., vol. 37, no. 3, pp. 329-343, Apr. 1990.
2. Y. Zigel, A. Cohen, A. Abu-ful, A. Wagshal, and A. Katz, "Analysis by synthesis ECG signal compression," in Computers in Cardiology, 1997, vol. 24, pp. 279-282.
3. J. P. Abenstein and W. J. Tompkins, "New data-reduction algorithm for real-time ECG analysis," IEEE Trans. Biomed. Eng., vol. BME-29, pp. 43-48, Jan. 1982.
4. Y. Zigel, A. Cohen, and A. Katz, "The weighted diagnostic (WDD) measure for ECG signal compression," IEEE Trans. Biomed. Eng., vol. 47, no. 11, pp. 1422-1430, Nov. 2000.
5. R. Benzid, F. Marir, A. Boussaad, M. Benyoucef, and D. Arar, "Fixed percentage of wavelet coefficients to be zeroed for ECG compression," Electron. Lett., 29th, vol. 39, no. 11, pp. 830-831, May 2003.
6. Z. Lu, D. Y. Kim, and W. A. Pearlman, "Wavelet compression of ECG signals by the set partitioning in hierarchical trees (SPIHT) algorithm," IEEE Trans. Biomed. Eng., vol. 47, no. 7, pp. 849-856, Jul. 2000.
7. M. L. Hilton, "Wavelet and wavelet packet compression of electrocardiograms," IEEE Trans. Biomed. Eng., vol. 44, no. 5, pp. 394-402, May 1997.
8. A. Djohan, T. Q. Nguyen, and W. J. Tompkins, "ECG compression using discrete symmetric wavelet transform," in Proc. IEEE Int. Conf. Engineering in Medicine and Biology Society, Sep. 20-23, 1995, vol. 1, pp. 167-168.
9. S. G. Miaou, H. L. Yen, and C. L. Lin, "Wavelet-based ECG compression using dynamic vector quantization with tree codevectors in single codebook," IEEE Trans. Biomed. Eng., vol. 49, no. 3, pp. 671-680, Mar. 2002.
10. S. G. Miaou and S. N. Chao, "Wavelet-based lossy-to-lossless ECG compression in a unified vector quantization framework," IEEE Trans. Biomed. Eng., vol. 52, no. 3, pp. 539-543, Mar. 2005.
11. M. Blanco-Velasco, F. Cruz-Roldan, J. I. Godino-Llorente, and K. E. Barner, "ECG compression with retrieved quality guaranteed," Electron. Lett., 11th, vol. 40, no. 23, pp. 1466-1467, Nov. 2004.
12. M. Vishwanath, "The recursive pyramid algorithm for the discrete wavelet transform," IEEE Trans. Signal Process., vol. 42, no. 3, pp. 673-677, Mar. 1994.
13. K. C. Hung, Y. J. Huang, F. C. Hsieh, and J. C. Wang, "An AOCA-based VLSI architecture for non-recursive 2D discrete periodized wavelet transform," in Proc. 14th Int. Conf. Digital Signal Processing, Santorini, Greece, Jul. 1-3, 2002, vol. 1, pp. 273-276.
14. C. F. Tsai, H. S. Wang, and K. C. Hung, "A high efficient nonrecursive discrete periodized wavelet transform for extracting the transformed coefficients of coarser resolution levels," in Proc. 2004 IEEE Asia-Pacific Conf. Circuits And Systems, Dec. 6-9, , pp. 661-664.
15. G. B. Moody and R. G. Mark, "The impact of the MIT/BIH arrhythmia database," IEEE Eng. Med. Biol. Mag., vol. 20, no. 3, pp. 45-50, May/Jun. 2001.
16. K. C. Hung, Y. S. Hung, and Y. J. Huang, "A nonseparable VLSI architecture for 2D discrete periodized wavelet transform," IEEE Trans. VLSI Syst., vol. 9, no. 5, pp. 565-576, Oct. 2001.
17. W. B. Pennebaker and J. L. Mitchell, JPEG Still Image Data Compression Standard. New York: Van Nostrand Reinhold, 1993.