Ambulatory electrocardiogram compression using wavelet packets to approximate the Karhunen-Loeve transform

Applied Signal Processing

Volumn 3, Issue 1, 1996, Pages 25-36

  Hall, Jon ^a   Crowe, John ^a  

^a UNIVERSITY OF NOTTINGHAM   (United Kingdom)

Author keywords

ECG compression; Karhunen Loeve transform; Wavelet packets

Indexed keywords

EID: 0005361790     PISSN: 09410635     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. Jalaleddine SMS, Hutchens CG, Strattan RD, Coberly WA. ECG data compression techniques: a unified approach. IEEE Trans Biomed Eng 1990; 37(4): 329-343.
2. The MIT-BIH arrhythmia database CD-ROM. 2nd edn. Harvard-MIT Division of Health Sciences and Technology, 1992
3. Womble ME, Halliday JS, Mitter SK et al. Data compression for storing and transmitting ECGs/VCGs. Proc IEEE 1977; 65:702-706
4. Hall JM, Crowe JA. A reappraisal of the Karhunen-Loeve transform for 24 hour ambulatory ECG compression. Proc. Vth international symposium on biomedical eng., Santiago de Compostela, Spain, Sept 1994, pp 287-288, ISBN 84-600-8981-9
5. Wickerhauser MV. Adapted wavelet analysis from theory to software. A.K. Peters, Wellesley, MA, 1994, ISBN 1-56881-041-5
6. Chen J, Itoh S, Hashimoto T. ECG data compression by using wavelet transform. IEICE Trans Inform Syst 1993; E76-D(12):1454-1461
7. Crowe JA, Gibson NM, Woolfson MS. Somekh MG. Wavelet transform as a potential tool for ECG analysis and compression. J Biomed Eng 1992; 14:268-272
8. Daubechies I. Ten lectures on wavelets. CBMS/NSF series in applied mathematics, SIAM Publ, 1992, ISBN 0-89871-274-2
9. Vetterli M. Wavelets and filter banks for discrete-time signal processing. In: Ruskai MB et al. (eds). Wavelets and their applications. Jones and Bartlett, Boston, 1992, pp 17-52, ISBN 0-86720-225-4
10. Vetterli M. Filter banks allowing perfect reconstruction. Sig Process 1986; 10(3):219-244
11. Vetterli M. Multi-dimensional sub-band coding: some theory and algorithms. Sig Process 1984; 6(2):97-112
12. Taswell C, McGill KC. Wavelet transform algorithms for finite-duration discrete-time signals. ACM Trans Math Soft 1994; 20(3):398-412
13. Coifman RR, Meyer Y, Wickerhauser V. Wavelet analysis and signal processing. In: Ruskai MB et al. (eds). Wavelets and their applications. Jones and Bartlett, Boston, 1992, pp 153-178, ISBN 0-86720-225-4
14. Coifman RR, Meyer Y, Wickerhauser V. Size properties of wavelet packets. In: Ruskai MB et al. (eds). Wavelets and their applications. Jones and Bartlett, Boston, 1992, pp 453-470, ISBN 0-86720-225-4
15. Hamilton PS, Tompkins WJ. Compression of the ambulatory ECG by average beat subtraction and residual differencing. IEEE Trans Biomed Eng 1991; 38:253-259