Modelling 1-D signals using Hermite basis functions

IEE Proceedings: Vision, Image and Signal Processing

Volumn 144, Issue 6, 1997, Pages 345-352

  Rasiah, R ^a   Togneri, Y ^b   Attikiouzel, ^a  

^a UNIVERSITY OF WESTERN AUSTRALIA   (Australia)

^b Motorola Australia   (Australia)

Author keywords

ECG analysis; Ffermite function; Gnnssian quadratures; LAfS estimation; Pattern recognition; QHS detection

Indexed keywords

ELECTROCARDIOGRAPHY; FUNCTIONS; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; PARAMETER ESTIMATION;

GAUSSIAN QUADRATURE; HERMITE BASIS FUNCTIONS;

FEATURE EXTRACTION;

EID: 0031349939     PISSN: 1350245X     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-vis:19971613     Document Type: Article

References (13)

1. ABRAMOWITZ, M., and STEGUN, L.A.: 'Handbook of mathematical functions' (Applied Mathematics Series, vol. 55, Dover ( Publications, 1968)
2. RASIAH, A.I., and ATTIKIOUZEL, Y.: 'Syntactic recognition of common cardiac arrhythmias'. IEEE Eng., Biology and Medicine Society 16th annual international conference, November 1994, Baltimore, USA
3. RASIAH, A.I., and ATTIKIOUZEL, Y.: 'A syntactic approach to the recognition of common cardiac arrhythmias within a single ambulatory ECG trace', Australian Computer J., 1994, 26, (3), pp. 102-112
4. LACUNA, P., CAMINAL, P., THAKOR, N.V., and JANE, R.: 'Adaptive QRS shape estimation using Hermite model', llth IEEE annual conference of Eng., Medicine and Biology Society, 1989, pp. 683-684
5. LACUNA, P., JANE, R., and CAMINAL, P.: 'Adaptive feature extraction for QRS classification and ectopic beat detection', Proceedings Computers in Cardiology, 1992, IEEE Computer Society Press, pp. 613-616
6. SORNMO, L., BORJESSON, P.O., NYGARDS, M., and PAHLM, O.: 'A method for evaluation of QRS shape features using a mathematical model for the ECG', IEEE Trans., I981, B.ME-28, (10), pp. 713-717
7. GRADSHTEYN, I.S., and RYZHIK, I.M. Table of integrals, series and products' (Academic Press, 1980), pp. 1033, corrected and enlarged edition
8. BOYD, J.P.: 'Chebyshev and Fourier spectral methods' in BREBBIA, C.A., and ORSZAG, S.A. (Eds.): 'Lecture Notes in Engineering 49' (Sprinaer-Verlae, 1989)
9. PRESS, W.H., VETTERLING, W.T., TEUKOLSKY, S.A., and FLANNERY, B.P.: 'Numerical recipes in C. The art of scientific computing' (Cambridge University Press, 1992), Chap. 4, pp. 147-161, 2nd edn
10. BOYD, J.P.: 'The asymptotic coefficients of Hermite functions', J. Computat. Pliys., 1984, 54, pp. 382-410
11. FLETCHER, R.: 'Practical methods of optimization' (Wiley, 1987), 2nd edn
12. SPIEGEL, M.R.: 'Probability and statistics' (Schaum's Outline Series, McGraw-Hill, 1988
13. WIDROW, B., GLOVER, J.R., MCCOOL, J.M., KAUNITZ, J., WILLIAMS, C.S., HEARN, R.H., ZEDLER, J.R., DONC, E., and GOODLIN, R.C.: 'Adaptive noise cancelling: principles and applications', IEEE Proc., 1975, 63, (12), pp. 1692-1716