Robust heart beat detection from photoplethysmography interlaced with motion artifacts based on empirical mode decomposition

Proceedings - IEEE-EMBS International Conference on Biomedical and Health Informatics: Global Grand Challenge of Health Informatics, BHI 2012

Volumn , Issue , 2012, Pages 775-778

  Sun, Xuxue ^a,b   Yang, Ping ^a,b   Li, Yulin ^a,b   Gao, Zhifan ^a,b   Zhang, Yuan Ting ^a,b,c  

^a SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY   (China)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^c CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

ARM MOVEMENTS; EMPIRICAL MODE DECOMPOSITION; HEART BEATS; HEART RATES; MEDICAL DECISION MAKING; MOTION ARTIFACT; MULTISCALES; PHYSIOLOGICAL FEATURES; PHYSIOLOGICAL MONITORING; PHYSIONET; RECOVERY RATE;

BIOMEDICAL EQUIPMENT; BIOSENSORS; PATIENT MONITORING; PHOTOPLETHYSMOGRAPHY; PHYSIOLOGY; SIGNAL RECONSTRUCTION;

SIGNAL DETECTION;

EID: 84864274890     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BHI.2012.6211698     Document Type: Conference Paper

References (9)

1. Asada, H. H., P. Shaltis, et al., "Mobile monitoring with wearable photoplethysmographic biosensors", IEEE Engineering in Medicine and Biology Magazine, vol. 22, no. 3, pp 28-40, 2003.
2. John, A., "Photoplethysmography and its application in clinical physiological measurement", Physiological Measurement, vol. 28, no. 3, pp. R1, 2007.
3. Sokwoo, R., Y. Boo-Ho, et al., "Artifact-resistant power-efficient design of finger-ring plethysmographic sensors", IEEE Trans. Biomedical Engineering, vol. 48, no. 7, pp 795-805, 2001.
4. Johansson, A. and P.A Oberg., "Estimation of respiratory volumes from the photoplethysmographic signal Part I: experimental results", Medical and Biological Engineering and Computing, vol. 37, no. 1, pp 42-47, 1999.
5. Kim, B. S. and S. K. Yoo, "Motion artifact reduction in photoplethysmography using independent component analysis", IEEE Trans. Biomedical Engineering, vol. 53, no. 3, pp 566-568, 2006.
6. Wood, L. B. and H. H. Asada, "Low Variance Adaptive Filter for Cancelling Motion Artifact in Wearable Photoplethysmogram Sensor Signals", in 29th IEEE Annual International Conference Engineering in Medicine and Biology Society, 2007.
7. Huang, N. E., Z. Shen, et al., "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis", Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, vol. 454, no. 1971, pp 903-995, 1998.
8. Yannis Kopsinis, Stephen McLaughin, "Development of EMD-Based Denoising Methods Inspired by Wavelet Thresholding", IEEE Trans. Signal Processing, vol. 57, no. 4, pp 1351-1362, 2009.
9. LCP, T. 2008 Physiobank: the MIMIC II database. See www.physionet.org/ physiobank/database/mimic2db.