Development of gradient descent adaptive algorithms to remove common mode artifact for improvement of cardiovascular signal quality

Annals of Biomedical Engineering

Volumn 35, Issue 7, 2007, Pages 1146-1155

  Ciaccio, Edward J ^a,b   Micheli Tzanakou, Evangelia ^c  

^a Och Spine at New York Presbyterian Hospitals   (United States)

^b Rutgers University ^*  (United States)

^c RUTGERS UNIVERSITY   (United States)

Author keywords

Adaptive noise cancellation; Cardiovascular; Mean squared error; Noise cancellation; Steepest descent

Indexed keywords

ADAPTIVE SYSTEMS; ALGORITHMS; COMPUTER SIMULATION; FREQUENCY DOMAIN ANALYSIS; MEAN SQUARE ERROR; RANDOM NUMBER GENERATION; SIGNAL ANALYSIS;

ADAPTIVE NOISE CANCELLATION; NOISE CANCELLATION; STEEPEST DESCENT;

CARDIOVASCULAR SURGERY;

ALGORITHM; ARTICLE; ARTIFACT; CARDIOVASCULAR SYSTEM; ELECTROCARDIOGRAPHY; FOURIER ANALYSIS; METHODOLOGY; SIGNAL PROCESSING;

ALGORITHMS; ARTIFACTS; CARDIOVASCULAR SYSTEM; ELECTROCARDIOGRAPHY; FOURIER ANALYSIS; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 34250697623     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-007-9294-x     Document Type: Article

References (31)

1. Ademoglu, A., and E. Micheli-Tzanakou. Analysis of pattern reversal visual evoked potentials (prvep) in Alzheimer's disease by spline wavelets. IEEE Trans. Biomed. Eng. 44:881-890, 1997.
2. Akay, M. Biomedical Signal Processing. San Diego: Academic Press, 1994.
3. Akay, M. Detection and Estimation Methods for Biomedical Signals. San Diego: Academic Press, 1996.
4. Anderson, M. J., and E. Micheli-Tzanakou. Auditory stimulus optimization with feedback from fuzzy clustering of neuronal responses. IEEE Trans. Inform. Technol. Biomed. 6:159-170, 2002.
5. Angelini, E. D., and E. J. Ciaccio. Optimized region finding and edge detection of knee cartilage surfaces from magnetic resonance images. Ann. Biomed. Eng. 31:336-345, 2003.
6. Camps-Valls, G., M. Martinez-Sober, E. Soria-Olivas, R. Magdalena-Benedito, J. Calpe-Maravilla, and J. Guerrero-Martinez. Foetal ECG recovery using dynamic neural networks. Artif. Intell. Med. 31:197-209, 2004.
7. Ciaccio, E. J. Localization of the slow conduction zone during reentrant ventricular tachycardia. Circulation 102:464-469, 2000.
8. Ciaccio, E. J., A. W. Chow, D. W. Davies, A. L. Wit, and N. S. Peters. Localization of the isthmus in reentrant circuits by analysis of electrograms derived from clinical noncontact mapping during sinus rhythm and ventricular tachycardia. J. Cardiovasc. Electrophysiol. 15:27-36, 2004.
9. Ciaccio, E. J. and G. M. Drzewiecki. Array sensor for arterial pulse recording-reduction of motion artifact. In Proceedings of the 1988 Fourteenth Annual IEEE Northeast Bioengineering Conference, 10-11 March 1988, pp. 66-69.
10. Ciaccio, E. J., G. M. Drzewiecki, and E. H. Karam. Algorithm for reduction of mechanical noise in arterial pulse recording with tonometry. In Proceedings of the 1989 Fifteenth Annual IEEE Northeast Bioengineering Conference, 27-28 March, 1989, pp. 161-162.
11. Ciaccio, E. J., A. E. Saltman, O. M. Hernandez, R. J. Bornholdt, and J. Coromilas. Multichannel data acquisition system for mapping the electrical activity of the heart. Pacing Clin. Electrophysiol. 28:826-838, 2005.
12. Ciaccio, E. J., M. M. Scheinman, V. Fridman, H. Schmitt, J. Coromilas, and A. L. Wit. Dynamic changes in electrogram morphology at functional lines of block in reentrant circuits during ventricular tachycardia in the infarcted canine heart: a new method to localize reentrant circuits from electrogram features using adaptive template matching. J. Cardiovasc. Electrophysiol. 10:194-213, 1999.
13. Ciaccio, E. J., M. M. Scheinman, and A. L. Wit. Relationship of specific electrogram characteristics during sinus rhythm and ventricular pacing determined by adaptive template matching to the location of functional reentrant circuits that cause ventricular tachycardia in the infarcted canine heart. J. Cardiovasc. Electrophysiol. 11:446-457, 2000.
14. Ciaccio, E. J., A. L. Wit, M. M. Scheinman, S. M. Dunn, M. Akay, and J. Coromilas. Prediction of the location and time of spontaneous termination of reentrant ventricular tachycardia for radiofrequency catheter ablation therapy. J. Electrocardiol. 28(Suppl): 165-173, 1995.
15. Dasey, T. J., and E. Micheli-Tzanakou. Detection of multiple sclerosis with visual evoked potentials - an unsupervised computational intelligence system. IEEE Trans. Inform. Technol. Biomed. 4:216-224, 2000.
16. Ferrara, E. R., and B. Widrow. Fetal electrocardiogram enhancement by time-sequenced adaptive filtering. IEEE Trans. Biomed. Eng. 29:458-460, 1982.
17. Harth, E., and E. Tzanakou. Alopex - stochastic method for determining visual receptive-fields. Vision Res. 14:1475-1482, 1974.
18. Melissaratos, L., and E. Micheli-Tzanakou. A parallel implementation of the ALOPEX process. J. Med. Syst. 13:243-252, 1989.
19. Micheli-Tzanakou, E. Neural networks and optimization techniques in neural waveform analysis. J. Med. Life Sci. Eng. 13:58-67, 1994.
20. Micheli-Tzanakou, E., H. Sheikh, and B. Zhu. Neural networks and blood cell identification. J. Med. Syst. 21:201-210, 1997.
21. Tzanakou, E., R. Michalak, and E. Harth. ALOPEX process - visual receptive-fields by response feedback. Biol. Cybernet. 35:161-174, 1979.
22. Widrow, B. Rubber-mask technique 1. Pattern measurement and analysis. Pattern Recog. 5:175-197, 1973.
23. Widrow, B. Rubber-mask technique 2. Pattern storage and recognition. Pattern Recog. 5:199-211, 1973.
24. Widrow, B. Thinking about thinking: the discovery of the LMS algorithm. IEEE Signal Process. Mag. 22:100-106, 2005.
25. Widrow, B., J. R. Glover Jr, J. M. McCool, J. Kaunitz, C. S. Williams, R. H. Hearn, J. R. Zeidler, E. Dong Jr, and R. C. Goodlin. Adaptive noise cancelling. Principles and applications. Proc. IEEE 63:1692-1716, 1975.
26. Widrow, B., and M. Kamenetsky. Statistical efficiency of adaptive algorithms. Neural Networks 16:735-744, 2003.
27. Widrow, B., and J. M. McCool. Comparison of adaptive algorithms based on methods of steepest descent and random search. IEEE Trans. Anten. Prop. 24:615-637, 1976.
28. Widrow, B., J. M. McCool, M. G. Larimore, and C. R. Johnson Jr. Stationary and nonstationary learning characteristics of the LMS adaptive filter. Proc. IEEE 64:1151-1162, 1976.
29. Widrow, B., and S. D. Stearns. Adaptive Signal Processing. Upper Saddle River, NJ: Prentice Hall, 1985.
30. Yelderman, M., B. Widrow, J. M. Cioffi, E. Hesler, and J. A. Leddy. ECG enhancement by adaptive cancellation of electrosurgical interference. IEEE Trans. Biomed. Eng. 30:392-398, 1983.
31. Zarzoso, V., and A. K. Nandi. Noninvasive fetal electrocardiogram extraction: blind separation versus adaptive noise cancellation. IEEE Trans. Biomed. Eng. 48:12-18, 2001.