Efficient sign based normalized adaptive filtering techniques for cancelation of artifacts in ECG signals: Application to wireless biotelemetry

Signal Processing

Volumn 91, Issue 2, 2011, Pages 225-239

  Rahman, Muhammad Zia Ur ^a   Shaik, Rafi Ahamed ^b   Rama Koti Reddy, D V ^c  

^a NARASARAOPETA ENGINEERING COLLEGE   (India)

^b INDIAN INSTITUTE OF TECHNOLOGY GUWAHATI   (India)

^c ANDHRA UNIVERSITY   (India)

Author keywords

Adaptive filtering; Artifact; ECG; LMS algorithm; Noise cancelation

Indexed keywords

ADAPTIVE FILTERING; ADAPTIVE FILTERS; BIOTELEMETRY; COMPUTATIONAL COMPLEXITY; ELECTROCARDIOGRAPHY; SIGNAL TO NOISE RATIO;

ARTIFACT; FILTERING TECHNIQUE; LEAST MEAN SQUARE (LMS); LMS ALGORITHMS; NOISE CANCELATIONS; SHIFT OPERATIONS; SIMULATION STUDIES; WIRELESS BIOTELEMETRY;

BIOMEDICAL SIGNAL PROCESSING;

EID: 77956179980     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2010.07.002     Document Type: Article

References (32)

1. Y. Der Lin, and Y. Hen Hu Power-line interference detection and suppression in ECG signal processing IEEE Transactions on Biomedical Engineering 55 January 2008 354 357
2. N.V. Thakor, and Y.S. Zhu Applications of adaptive filtering to ECG analysis: noise cancellation and arrhythmia detection IEEE Transactions on Biomedical Engineering 38 8 1991 785 794
3. J.A. Van Alste, and T.S. Schilder Removal of base-line wander and power-line interference from the ECG by an efficient FIR filter with a reduced number of taps IEEE Transactions on Biomedical Engineering 32 12 1985 1052 1060
4. A.K. Ziarani, and A. Konrad A nonlinear adaptive method of elimination of power line interference in ECG signals IEEE Transactions on Biomedical Engineering 49 6 2002 540 547
5. S. Olmos, J. Garcia, R. Jane, and P. Laguna ECG signal compression plus noise filtering with truncated orthogonal expansions Signal Processing 79 1999 97 115
6. J.M. Leski, and N. Henzel ECG baseline wander and power line interference reduction using nonlinear filter bank Signal Processing 85 2005 781 793
7. V. Almenar, and A. Albiol A new adaptive scheme for ECG enhancement Signal Processing 75 November 1999 253 263
8. C. Meyer, J.F. Gavela, and M. Harris Combining algorithms in automatic detection of QRS complexes in ECG signals IEEE Transactions on Information Technology in Biomedicine 10 3 2006 468 475
9. C. Brouse, G.A. Bumont, F.J. Herrmann, and J.M. Ansermino A wavelet approach to detecting electrocautery noise in the ECG IEEE Engineering in Medicine and Biology Magazine 25 4 2006 76 82
10. C. Vaz, and N.V. Thakor Adaptive Fourier estimation of time-varying evoked potentials IEEE Transactions on Biomedical Engineering 36 April 1989 448 455
11. N.V. Thakor, C. Vaz, R.W. Mc Pherson, and D.F. Hanley Adaptive Fourier series modeling of time-varying evoked potentials: study of human somatosensory evoked response to etomidate anesthetic Electroencephalography Clinical Neurophysiology 80 2 1991 108 118
12. A.K. Barros, M. Yoshizawa, and Y. Yasuda Filtering noncorrelated noise in impedance cardiography IEEE Transactions on Biomedical Engineering 42 March 1995 324 327
13. P. Laguna, R. Jan, S. Olmos, N.V. Thakor, H. Rix, and P. Caminal Adaptive estimation of QRS complex by the Hermite model for classification and ectopic beat detection Medical & Biological Engineering & Computing 34 1 1996 58 68
14. S. Olmos, and P. Laguna Steady-state MSE convergence analysis in LMS adaptive filters with deterministic reference inputs for biomedical signals IEEE Transactions on Signal Processing 48 August 2000 2229 2241
15. S. Olmos, L. Sornmo, and P. Laguna Block adaptive filter with deterministic reference inputs for event-related signals: BLMS and BRLS IEEE Transactions on Signal Processing 50 May 2002 1102 1112
16. M. Kotas Application of projection pursuit based robust principal component analysis to ECG enhancement Biomedical Signal Processing and Control 1 February 2007 289 298
17. E. Floris, A. Schlaefer, S. Dieterich, and A. Schweikard A fast lane approach to LMS prediction of respiratory motion signals Biomedical Signal Processing and Control 3 July 2008 291 299
18. G. Mihov, and I. Dotsinsky Power-line interference elimination from ECG in case of non-multiplicity between the sampling rate and the power-line frequency Biomedical Signal Processing and Control 3 June 2008 334 340
19. O. Sayadi, and M.B. Shamsollahi Model-based fiducial points extraction for baseline wander electrocardiograms IEEE Transactions on Biomedical Engineering 55 January 2008 347 351
20. R. Sameni, M.B. Shamsollahi, C. Jutten, and G.D. Clifford A nonlinear Bayesian filtering framework for ECG denoising IEEE Transactions on Biomedical Engineering 54 December 2007 2172 2185
21. A. Ching-An Lai NLMS algorithm with decreasing step size for adaptive IIR filters Signal Processing 82 2002 1305 1316
22. N. Li, Y. Zhang, H. Yanling, and J.A. Chambers A new variable step-size NLMS algorithm designed for applications with exponential decay impulse responses Signal Processing 88 March 2008 2346 2349
23. M.H. Costa, and J.C.M. Bermudez A noise resilient variable step-size LMS algorithm Signal Processing 88 2008 733 748
24. D.S. Brito, E. Aguiar, F. Lucena, R.C.S. Freire, Y. Yasuda, and A.K. Barros Influence of low frequency noise in adaptive estimation using the LMS algorithm Signal Processing 89 2009 933 940
25. A.R. Kourandeh, and M.R. Asharif Adaptive step-size NCLMS algorithm for double-talk echo canceling Signal Processing 89 February 2009 1475 1481
26. N. Li, Y. Zhang, Y. Zhao, and H. Yanling An improved variable tap-length LMS algorithm Signal Processing 89 2009 908 912
27. S. Zhao, Z. Manb, S. Khoo, and R.W. Hong Variable step-size LMS algorithm with a quotient form Signal Processing 89 2009 67 76
28. A.I. Sulyman, and A. Zerguine Convergence and steady-state analysis of a variable step-size NLMS algorithm Signal Processing 83 2003 1255 1273
29. F. Sufi, F. Qiang, I. Khalil, and S.S. Mahmoud Novel methods of faster cardiovascular diagnosis in wireless telecardiology IEEE Journal on Selected Areas in Communication 27 May 2009 537 552
30. S. Koike Analysis of adaptive filters using normalized signed regressor LMS algorithm IEEE Transactions on Signal Processing 47 10 1999 2710 2723
31. E. Eweda Analysis and design of a signed regressor LMS algorithm for stationary and nonstationary adaptive filtering with correlated Gaussian data IEEE Transactions on Circuits and Systems 37 11 1990 1367 1374
32. B. Farhang-Boroujeny Adaptive Filters-Theory and Applications 1998 John Wiley and Sons Chichester, UK