Robust suppression of nonstationary power-line interference in electrocardiogram signals

Physiological Measurement

Volumn 33, Issue 7, 2012, Pages 1151-1169

  Li, Guojun ^a,b   Zeng, Xiaopin ^a   Zhou, Xiaona ^b   Zhou, Yu ^a   Liu, Guojin ^a   Zhou, Xichuan ^a  

^a CHONGQING UNIVERSITY   (China)

^b CHONGQING COMMUNICATION INSTITUTE   (China)

Author keywords

electrocardiogram (ECG); empirical mode decomposition (EMD); extended Kalman filter (EKF); M estimation; powerline interference

Indexed keywords

BANDPASS FILTERS; EXTENDED KALMAN FILTERS;

ELECTROCARDIOGRAM; ELECTROCARDIOGRAM SIGNAL; EMPIRICAL MODE DECOMPOSITION; EXTENDED KALMAN FILTER; INTERFERENCE SIGNAL; M-ESTIMATION; NONSTATIONARY; POWERLINE INTERFERENCE; QRS COMPLEXES;

ELECTROCARDIOGRAPHY;

EID: 84863320874     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/33/7/1151     Document Type: Article

References (38)

1. Ahlstrom M L 1985 Digital filters for real-time ECG signal processing using microprocessors IEEE Trans. Biomed. Eng. BME-32 708-13
2. Alireza Z K and Konrad A 2002 A nonlinear adaptive method of elimination of power line interference in ECG signals IEEE Trans. Biomed. Eng. 49 540-7 (Pubitemid 34525957)
3. Avendao E, Avendao D, Castellanos C and Villegas E 2007 Reduction of power line interference in ECG signals using Kalman filtering and delta operator 23rd ISPE Int. Conf. CADCAM Robotics and Factories of the Future pp 813-7
4. Avendao-Valencia L D, Avendao L E, Ferrero J M and Castellanos- Domínguez G 2007 Improvement of an extended Kalman filter power line interference suppressor for ECG signals Comput. Cardiol. 34 553-6
5. Bittanti S and Savaresi S M 2000 On the parametrization and design of an extended Kalman filter frequency tracker IEEE Trans. Autom. Control 45 1718-24 (Pubitemid 32067047)
6. Blanco-Velasco M, Weng B and Barner K E 2008 ECG signal denoising and baseline wander correction based on the empirical mode decomposition Comput. Biol. Med. 38 1-13 (Pubitemid 350250782)
7. Chawla M P S, Verma H K and Vinod K 2008 Artifacts and noise removal in electrocardiograms using independent component analysis Int. J. Cardiol. 129 278-81
8. Deering R and Kaiser J F 2005 The use of a masking signal to improve empirical mode decomposition ICASSP05: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing pp 485-88
9. Flandrin P, Rilling G and Goncalvés P 2004 Empirical mode decomposition as a filter bank IEEE Signal Process. Lett. 11 112-4
10. Gandhi M A and Mili L 2010 Robust Kalman Filter based on a generalized maximum-likelihood-type estimator IEEE Trans. Signal Process. 58 2509-20
11. Garg G, Gupta S, Singh V, Gupta J R P and Mittal A P 2010 Identification of optimal wavelet-based algorithm for removal of power line interferences in ECG signals IICPE: Int. Conf. on Power Electronics (India, 2010) pp 1-5
12. Glover J R 1987 Comments on digital filters for real-time ECG processing using microprocessors IEEE Trans. Biomed. Eng. 34 962-3
13. Hanilton P S 1996 A comparison of adaptive and nonadaptive filters for the reduction of powerline interference in the ECG IEEE Trans. Biomed. Eng. 43 105-9 (Pubitemid 26012138)
14. Huang C-C, Liang S-F, Young M-S and Shaw F-Z 2009 A novel application of the S-transform in removing powerline interference from biomedical signals Physiol. Meas. 30 13-27
15. Huang N E, Shen Z, Long S R, Manli C Wu, Shih H H, Zheng Q, Yen N-C, Tung C C and Liu H H 1998 The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis Proc. R. Soc. A 454 903-95 (Pubitemid 128733183)
16. Kim S and McNames J 2010 Detecting and tracking tremor in spike trains using the rectangular model based extended Kalman smoother J. Neurosci. Methods 188 97-104
17. Lee M, Shyu K, Lee P, Huang C and Chiu Y 2011 Hardware implementation of EMD using DSP and FPGA for online signal processing IEEE Trans. Ind. Electron. 58 2473-81
18. Levkov C, Mihov G, Ivanov R, Daskalov I, Christov I and Dotsinsky I 2005 Removal of power-line interference from the ECG: a review of the subtraction procedure Biomed. Eng. OnLine 4 50 (Pubitemid 41461209)
19. Liang H, Lin Q-H and Chen J D Z 2005 Application of the empirical mode decomposition to the analysis of esophageal manometric data in gastroesophageal reflux disease IEEE Trans. Biomed. Eng. 52 1692-701 (Pubitemid 41433719)
20. Liao B, Zhang Z G and Chan S C 2010 A new robust Kalman filter-based subspace tracking algorithm in an impulsive noise environment IEEE Trans. Circuits Syst. II: Exp. Briefs. 57 740-4
21. Lin Y-D and Yu H H 2008 Power-line interference detection and suppression in ECG signal processing IEEE Trans. Biomed. Eng. 55 354-7 (Pubitemid 350308430)
22. Mali R D and Khadtare M S 2011 Removal of 50 Hz PLI using discrete wavelet transform for quality diagnosis of biomedical ECG signal international J. Comput. Appl. 23 35-40
23. Martens S M M, Mischi M, Oei S G and Bergmans J W M 2006 An improved adaptive power line interference canceller for electrocardiography IEEE Trans. Biomed. Eng. 53 2220-31 (Pubitemid 44629860)
24. Mbachu C B, Onoh G N, Idigo V E, Ezeagwu C O and Ezechukwu O A 2011 Suppression powerline interference in ECG using adaptive digital filter Int. J. Eng. Sci. Technol. 3 6766-74
25. Metting van Rijn A C, Peper A and Grimbergen C A 1990 High quality recording of bioelectric events. Part 1 Interference reduction theory and practice Med. Biol. Eng. Comput. 28 389-97 (Pubitemid 20299450)
26. Mewett D T, Reynolds K J and Nazeran H 2004 Reducing power line interference indigitised electromyogram recordings by spectrum interpolation Med. Biol. Eng. Comput. 42 524-31 (Pubitemid 39173115)
27. Moody G B and Mark R G 2001 The impact of the MIT-BIH Arrhythmia Database IEEE Eng. Med. Biol. 20 45-50 (Pubitemid 32606302)
28. Ng W, Ji C, Ma W K and So H C 2009 A study on particle filters for single-tone frequency tracking IEEE Trans. Aerosp. Electron. Syst. 45 1111-25
29. Nimunkar A J and Tompkins W J 2007 EMD-based 60-hz noise filtering of the ECG Proc. IEEE Annu. Int. Conf. Eng. Med. Biol. Soc. pp 1904-7
30. Nunes J C, Bouaoune Y, Delechelle E, Niang O and Bunel Ph 2003 Image analysis by bi-dimensional empirical mode decomposition Image Vis. Comput. 21 1019-26
31. Pander T P 2004 A suppression of an impulsive noise in ECG signal processing Proc. IEEE Conf. EMBC pp 596-9 (Pubitemid 40043915)
32. Parker P J and Anderson B D O 1990 Frequency tracking of nonsinusoidal periodic signals in noise Signal Process. 20 127-52 (Pubitemid 20718696)
33. Pei S-C and Tseng C-C 1995 Elimination of AC interference in electrocardiogram using IIR notch filter with transient suppression IEEE Trans. Biomed. Eng. 42 1128-32
34. Rik V, de Vries B and Bergmans J W M 2011 An adaptive kalman filter for ECG signal enhancement IEEE Trans. Biomed. Eng. 58 1094-103
35. Wang S and Jiang S 2009 Removal of power line interference of ECG signal based on independent component analysis 1st Int. Workshop on Education Technology and Computer Science pp 328-30
36. Yang Y and Gao W 2006 An optimal adaptive Kalman filter J. Geod. 80 177-83 (Pubitemid 44089005)
37. Zhao J 2002 Improvement of the mirror extending in empirical mode decomposition method and the technology for eliminating frequency mixing High Technol. Lett. 3 40-7 (Pubitemid 35396284)
38. Zhaohua W and Huang N E 2009 Ensemble empirical mode decomposition: a noise-assisted data analysis method Adv. Adapt. Data Anal. 1 1-41