Motion artifact reduction in photoplethysmographic signals using singular value decomposition

Conference Record - IEEE Instrumentation and Measurement Technology Conference

Volumn , Issue , 2007, Pages

  Reddy, K Ashoka ^a   Kumar, V Jagadeesh ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY MADRAS   (India)

Author keywords

Biomedical signal processing; Motion artifact; Oxygen saturation; Photoplethysmograph; Pulse oximeter; Singular value decomposition

Indexed keywords

BLOOD; INFRARED DETECTORS; LIGHT SOURCES; MEDICAL IMAGING; MOTION ESTIMATION; SIGNAL ANALYSIS;

BIOMEDICAL SIGNAL PROCESSING; MOTION ARTIFACTS; OXYGEN SATURATION; PHOTOPLETHYSMOGRAPH; PULSE OXIMETERS;

PLETHYSMOGRAPHY;

EID: 34648816205     PISSN: 10915281     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/imtc.2007.379467     Document Type: Conference Paper

References (12)

1. J. G. Webster, Design of pulse oximeters, Taylor & Francis Group, New York, 1997.
2. A. B. Hertzman, "The blood supply of various skin areas as estimated by the photoelectric plethysmograph," Am. J. Physiol., vol. 124, pp. 328-340, 1938.
3. J. Lee, W. Jung, I. Rang, Y. Kim and G. Lee, "Design of filter to reject motion artifact, of pulse oximetry," Computer Standards and Interfaces, vol. 26, no. 3, pp. 241-249, 2004.
4. Y. S. Yan, C. C. Poon and Y. T. Zhang, "Reduction of motion artifact in pulse oximetry by smoothed pseudo wigner-ville distribution," J Neuroengineering Rehabil., 2005, 2:3, available from http://www. jneuroengrehab.eom/content/2/1/3
5. C. M. Lee and Y. T. Zhang, "Reduction of motion artifacts from photoplethysmographic recordings using a wavelet denoising approach," in Proc. IEEE EMBS Asian-Pacific Conf. on Biomed. Engg, pp. 194-195, 20-22 Oct. 2003.
6. B. S. Kim and S. K. Yoo, "Motion artifact reduction in photoplethysmography using independent, component analysis," IEEE Trans. Biomed Engg., vol. 53, no. 3, pp. 566-568, 2006.
7. th Annual Conf. IEEE Engg. Medicine and Biology, pp. 3585-3588, 1-4 Sept. 2005.
8. J. Y. A. Foo, "Comparison of wavelet transformation and adaptive filtering in restoring artifact-induced time-related measurement," Biomedical signal processing and control, vol. 1, issue 1, pp. 93-98, 2006.
9. V. C. Klema and A. J. Laub, "The singular value decomposition: Its computation and some applications," IEEE Trans. Autom. Control., vol. AC-25, no. 2, pp. 164-176, 1980.
10. P. P. Kanjilal and S. Palit, "On multiple pattern extraction using singular value decomposition," IEEE Trans. Signal. Process. , vol. 43, no. 6, pp. 1536-1540, 1995.
11. K. A. Reddy, J. R. Bai, B. George, N. M. Mohan and V. J. Kumar, "Virtual instrument for the measurement of haemo-dynamic parameters using photoplethysmograph," in Proc. IEEE, IMTC-2006, pp. 1167-1171, 24-27 April, 2006.
12. J. G. Kim, M. Xia, and H. Liu, "Extinction coefficients of hemoglobin for near-infrared spectroscopy of tissue," IEEE Eng. Med. Biol. Mag, vol. 24, no. 2, pp. 118-121, March/April 2005.