Low variance adaptive filter for cancelling motion artifact in wearable photoplethysmogram sensor signals

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

Volumn , Issue , 2007, Pages 652-655

  Wood, Levi B ^b   Asada, H Harry ^a,b  

^a IEEE

^b Massachusetts Institute of Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE FILTERS; DIAGNOSIS; MATHEMATICAL MODELS; SIGNAL ANALYSIS;

NOISE TRANSFER DYNAMICS; WEARER MOTION;

MOTION ESTIMATION;

ARTICLE; ARTIFACT; HUMAN; MOTION; PHOTOELECTRIC PLETHYSMOGRAPHY; THEORETICAL MODEL;

ARTIFACTS; HUMANS; MODELS, THEORETICAL; MOTION; PHOTOPLETHYSMOGRAPHY;

EID: 57649235018     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4352374     Document Type: Conference Paper

References (12)

1. H. H. Asada, P. Shaltis, A. Reisner, S. Rhee, R.C. Hutchinson, "Wearable PPG-BioSensors", IEEE Engineering in Medicine and Biology Magazine, Vol.22, No.3, pp. 28-40, 2003.
2. L. Nilsson, A. Johansson, S. Kalman, "Monitoring of Respiratory Rate in Postoperative Care Using a New Photoplethysmographic Technique". J Clin Monit Comput 2000;16(4):309-15.1991.
3. P. Shaltis, A. Reisner, H. H. Asada, "Calibration of the Photoplethysmogram to Arterial Blood Pressure: Capabilities and Limitations for Continuous Pressure Monitoring," Proceedings of 2005 IEEE EMBS Conference, 2005 Magazine, pp. 3970-3973, 2005.
4. B Widrow, R. C. Goodlin et al., "Adaptive Noise Canceling: Principles and Applications", Proceedings of the IEEE, vol. 63, pp. 1692-1716, Dec. 1975.
5. Jiang, Hong-Hui, Asada, H. Harry, and Gibbs, Peter, "Active Noise Cancellation Using MEMS Accelerometers for Motion-Tolerant Wearable Biosensors", Proceedings of 2004 IEEE EMBS Conference, 2004.
6. P. T. Gibbs, L. B. Wood, H. H. Asada, "Active Motion Artifact Cancellation for Wearable Health Monitoring Sensors using MEMS Accelerometers", Proceedings of SPIE 2005 Vol. 5765
7. A. R. Relente, L.G. Sison, "Characterization and Adaptive Filtering of Motion Artifacts in Pulse Oximetry Using Accelerometers", Proceedings of 2002 IEEE EMBS Conference, 2002 Magazine, Vol. 2, pp. 1769-1770, 2002.
8. D. A. Tong, K.A. Bartels, K.S. Honeyager, "Adaptive Reduction of Motion Artifact in the Electrocardiogram", Proceedings of 2002 IEEE EMBS Conference, 2002 Magazine, Vol. 2, pp. 1403-1404, 2002.
9. M.A. Raya, L. G, "Adaptive Noise Cancelling of Motion Artifact in Stress ECG Signals", Proceedings of 2002 IEEE EMBS Conference, 2002 Magazine, Vol. 2, pp. 1756-1757, 2002.
10. S. Rhee, B. Yang, H. H. Asada, "Artifact-Resistant Power-Efficient Design of Finger-Ring Plethysmographic Sensors", IEEE Transactions on Biomedical Engineering, vol.48, no. 7, pp. 795-805, Jul 2001.
11. L Ljung, System Identification: Theory for the User. Upper Saddle River, NJ: Prentice-Hall, 1999.
12. B. Wahlberg, "System Identification using Laguerre Models", IEEE Transactions on Automatic Control, Vol. 36 No. 5, pp 551-562, May