Adaptive noise cancelling of motion artifact in stress ECG signals using accelerometer

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 2, Issue , 2002, Pages 1756-1757

  Raya, Mary Anne D ^a   Sison, Luis G ^a  

^a UNIVERSITY OF THE PHILIPPINES   (Philippines)

Author keywords

Accelerometer; Adaptive filtering; Exercise ECG; LMS; Motion artifact; Noise cancellation; RLS; Stress ECG

Indexed keywords

ACCELEROMETERS; ADAPTIVE FILTERING; CARDIOLOGY; ELECTROCARDIOGRAPHY; LEAST SQUARES APPROXIMATIONS; SPURIOUS SIGNAL NOISE;

LEAST MEAN SQUARES; MOTION ARTIFACT; NOISE CANCELLATION; RECURSIVE LEAST SQUARES;

BIOSENSORS;

EID: 0036911208     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. N.V. Thakor and Y. Zhu, "Applications of adaptive filtering to ECG analysis: noise Cancellation and arrhythmia detection," IEEE Trans. Biomedical Engineering, Vol. 38, No. 8, pp. 785-794, August 1991.
2. B. Widrow, et al., "Adaptive noise cancelling: principles and applications," IEEE Proc., Vol. 63, No. 12, pp.1692-1716, December 1975.
3. I. Provaznik, "Adaptive Systems in ECG Processing," Ph.D Dissertation, Technical University of Brno, Czechoslovakia, 1995.
4. W.J. Tompkins and S. Luo, "Experimental study: brachial motion artifact reduction in the ECG," IEEE Trans. Computers in Cardiology, pp. 33-36, 1995.
5. D.A. Tong, "Investigation into electrocardiogram motion artifact reduction, 10-9191," IR&D Southwest Research Institute. April 1, 2000.
6. W.J. Tompkins, Biomedical Digital Signal Processing, Prentice-Hall, Inc., NJ: Englewood Cliffs, 1993.
7. G. Meijer, K.Westerterp, F. Verhoeven, H. Koper, and F. Hoor, "Methods to assess physical activity with special reference to motion sensors and accelerometers," IEEE Trans. Biomedical Engineering, Vol. 38, No. 3, pp.221-229, March 1991.
8. C.V.C. Bouten, "A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity," IEEE Trans. Biomedical Engineering, Vol. 44, No. 3, pp. 136-147, March 1997.