Removal of ECG contamination from diaphragmatic EMG by nonlinear filtering

Nonlinear Analysis, Theory, Methods and Applications

Volumn 63, Issue 5-7, 2005, Pages 745-753

  Liang, Hualou ^a   Lin, Zhiyue ^b   Yin, Fuliang ^c  

^a UNIVERSITY OF TEXAS   (United States)

^b UNIVERSITY OF KANSAS MEDICAL CENTER   (United States)

^c DALIAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Diaphragm; ECG; EMG; Nonlinear filtering; PCA

Indexed keywords

CHAOS THEORY; COMPUTER SIMULATION; CONTAMINATION; ELECTROMYOGRAPHY; NOISE ABATEMENT; NONLINEAR FILTERING; SPECTRUM ANALYSIS;

CHAOTIC SIGNALS; DIAPHRAGM; MULTITAPER SPECTRAL ANALYSIS; PCA;

ELECTROCARDIOGRAPHY;

EID: 28044441140     PISSN: 0362546X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.na.2004.09.018     Document Type: Conference Paper

References (16)

1. R. Bloch Subtraction of electrocardiographic signal from respiratory electromyogram J. Appl. Physiol. 55 1983 619 623
2. J.D.Z. Chen, Z.Y. Lin, M. Ramahi, and R.K. Mittal Adaptive cancellation of ECG artifacts in the diaphragm electromyographic signals obtained through intraoesophageal electrodes during swallowing and inspiration Neurogastroenterol. Mot. 6 1994 279 288
3. Y. Deng, W. Wolf, R. Schnell, and U. Appel New aspects to event-synchronous cancellation of ECG interference an application of the method in diaphragmatic EMG signals IEEE Trans. Biomed. Eng. 47 2000 1177 1183
4. A.M. Fraser, and H.L. Swinney Independent coordinates for strang attractors from mutual information Phys. Rev. A 33 1986 1134 1140
5. P. Grassberger, R. Hegger, H. Kantz, C. Schaffrath, and T. Schreiber On noise reduction methods for chaotic data Chaos 3 1993 127 141
6. M.B. Kennel, R. Brown, and H.D. Abarbanel Determing minimum embedding dimension using a geometrical construction Phys. Rev. A 45 1992 3403 3411
7. S. Levine, J. Gillen, P. Weiser, M. Gillen, and E. Kwatny Description and validation of an ECG removal procedure for EMGdi power spectrum analysis J. Appl. Physiol. 60 1986 1073 1081
8. K.R. Mills Power spectral analysis of electromyogram and compound muscle action potential during muscle fastigue and recovery J. Physiol. London 326 1982 401 409
9. R.K. Mittal, D.F. Rochester, and R.W. McCallum Electrical and mechanical activity in the human lower esophageal sphincter during diaphragmatic contraction J. Clin. Invest. 81 1988 1182 1189
10. N.H. Packard, J.P. Crutchfield, J.D. Farmer, and R.S. Shaw Geometry from a time series Phys. Rev. Lett. 45 1980 712 714
11. M. Richter, T. Schreiber, and D.T. Kaplan Fetal ECG extraction with nonlinear state-space projections IEEE Trans. Biomed. Eng. 45 1998 133 137
12. T. Sauer, J.A. Yorke, and M. Casdagli Embedol. J. Stat. Phys. 65 1991 579 616
13. T.W. Schweitzer, J.W. Fitzgerald, J.A. Bowden, and P. Lynne-Davies Spectral analysis of human inspiratory diaphragmatic electromyograms J. Physiol. London 46 1979 152 165
14. J.T. Sharp, M.D. Hammond, A.U. Aranda, and R.D. Rocha Comparison of diaphragm EMG centroid frequencies esophageal versus chest surface leads Am. Rev. Respir. Dis. 147 1993 764 767
15. F. Takens Detecting strange attractors in turbulence D.A. Rand L.S. Young Dynamical Systems and Turbulences - lecture Notes in Mathematics vol. 898 1981 Springer New York 366 381
16. D.J. Thomson Spectrum estimation and harmonic analysis Proc. IEEE 70 1982 1055 1096