Motion-tolerant magnetic earring sensor and wireless earpiece for wearable photoplethysmography

IEEE Transactions on Information Technology in Biomedicine

Volumn 14, Issue 3, 2010, Pages 786-794

  Poh, Ming Zher ^a,b   Swenson, Nicholas C ^b   Picard, Rosalind W ^b  

^a HARVARD MIT DIVISION OF HEALTH SCIENCES AND TECHNOLOGY   (United States)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Ambulatory monitoring; Heart rate; Motion noise removal; Pervasive health; Photoplethysmography (PPG); Wearable biosensors

Indexed keywords

AMBULATORY MONITORING; HEART RATES; MOTION NOISE REMOVAL; NOISE REMOVAL; PHOTOPLETHYSMOGRAPHY; PHOTOPLETHYSMOGRAPHY (PPG);

BIOSENSORS; ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; SPURIOUS SIGNAL NOISE;

MONITORING;

ADOLESCENT; ADULT; ALGORITHM; AMBULATORY MONITORING; ARTICLE; ELECTROCARDIOGRAPHY; ELECTROMAGNETIC FIELD; EXTERNAL EAR; FEMALE; HEART RATE; HUMAN; LOCOMOTION; MALE; METHODOLOGY; PHOTOELECTRIC PLETHYSMOGRAPHY; PHYSIOLOGY; SIGNAL PROCESSING; TELEMETRY;

ADOLESCENT; ADULT; ALGORITHMS; EAR, EXTERNAL; ELECTROCARDIOGRAPHY, AMBULATORY; ELECTROMAGNETIC PHENOMENA; FEMALE; HEART RATE; HUMANS; LOCOMOTION; MALE; MONITORING, AMBULATORY; PHOTOPLETHYSMOGRAPHY; SIGNAL PROCESSING, COMPUTER-ASSISTED; TELEMETRY;

EID: 77952730556     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2010.2042607     Document Type: Article

References (38)

1. P. Bonato, "Wearable sensors/systems and their impact on biomedical engineering," IEEE Eng. Med. Biol. Mag., vol.22, no.3, pp. 18-20, May/Jun. 2003.
2. J. Allen, "Photoplethysmography and its application in clinical physiological measurement," Physiol. Meas., vol.28, pp. R1-R39, Mar. 2007.
3. S. Vogel, M. Hulsbusch, D. Starke, and S. Leonhardt, "A system for assessing motion artifacts in the signal of a micro-optic in-ear vital signs sensor," in Proc. 30th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., Vancouver, Canada, 2008, pp. 510-513.
4. S. Rhee, B. H. Yang, and H. H. Asada, "Artifact-resistant power-efficient design of finger-ring plethysmographic sensors," IEEE Trans. Biomed. Eng., vol.48, no.7, pp. 795-805, Jul. 2001.
5. P. Renevey, R. Vetter, J. Krauss, P. Celka, and Y. Depeursinge, "Wristlocated pulse detection using IR signals, activity and nonlinear artifact cancellation," in Proc. 23rd Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., Istanbul, Turkey, 2001, p. 3030.
6. S. Lee, B. L. Ibey, W. Xu, M. A. Wilson, M. N. Ericson, and G. L. Cote, "Processing of pulse oximeter data using discrete wavelet analysis," IEEE Trans. Biomed. Eng., vol.52, no.7, pp. 1350-1352, Jul. 2005.
7. Y. S. Yan, C. C. Poon, and Y. T. Zhang, "Reduction of motion artifact in pulse oximetry by smoothed pseudo Wigner-Ville distribution," J. Neuroeng. Rehabil., vol.2, p. 3, Mar. 2005.
8. Y. S. Yan and Y. T. Zhang, "An efficient motion-resistant method for wearable pulse oximeter," IEEE Trans. Inf. Technol. Biomed., vol.12, no.3, pp. 399-405, May 2008.
9. M. J. Hayes and P. R. Smith, "Artifact reduction in photoplethysmography," Appl. Opt., vol.37, pp. 7437-7446, Nov. 1, 1998.
10. H. H. Asada, H. Jiang, and P. Gibbs, "Active noise cancellation using MEMSaccelerometers for motion-tolerantwearable bio-sensors," in Proc. Conf. IEEE. Eng. Med. Biol. Soc., 2004, vol.1, pp. 2157-2160.
11. L. B. Wood and H. Asada, "Low variance adaptive filter for cancelling motion artifact in wearable photoplethysmogram sensor signals," in Proc.Conf. IEEE Eng. Med. Biol. Soc., 2007, vol.2007, pp. 652-655.
12. G. Comtois, Y. Mendelson, and P. Ramuka, "A comparative evaluation of adaptive noise cancellation algorithms for minimizing motion artifacts in a forehead-mounted wearable pulse oximeter," in Proc. Conf. IEEE Eng. Med. Biol. Soc., 2007, vol.2007, pp. 1528-1531.
13. S. H. Kim, D. W. Ryoo, and C. Bae, "Adaptive noise cancellation using accelerometers for the PPG signal from forehead," in Proc. Conf. IEEE Eng. Med. Biol. Soc., 2007, vol.2007, pp. 2564-2567.
14. H. Han,Y. Lee, and J.Kim, "Development of a wearable health monitoring device with motion artifact reduced algorithm," presented at the Int. Conf. Control, Autom. Syst., Seoul, Korea, 2007.
15. B. Widrow, J. R. Glover, J. M. McCool, J. Kaunitz, C. S. William, R. H. Hearn, J. R. Zeidler, E. D. Dong, and R. Goodlin, "Adaptive noise cancelling: Principles and applications," Proc. IEEE, vol.63, no.12, pp. 1692-1716, Dec. 1975.
16. Y. Mendelson, R. J. Duckworth, and G. Comtois, "A wearable reflectance pulse oximeter for remote physiological monitoring," in Proc. 28th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., New York, 2006, pp. 912-914.
17. P. Celka, C. Verjus, R. Vetter, P. Renevey, and V. Neuman, "Motion resistant earphone located infrared based heart rate measurement device," presented at 2nd Int. Conf. Biomed. Eng., Innsbruck, Austria, 2004.
18. L. Wang, B. Lo, and G. Z. Yang, "Multichannel reflective PPG earpiece sensor with passive motion cancellation," IEEE Trans. Biomed. Circuits Syst., vol.1, no.4, pp. 235-241, Dec. 2007.
19. A. B. Hertzman, "The blood supple of various skin areas as estimated by the photoelectric plethysmograph," Amer. J. Physiol., vol.124, pp. 328-340, 1938.
20. R. M. Stern, "Ear lobe photoplethysmography," Psychophysiology, vol.11, pp. 73-75, Jan. 1974.
21. H. H. Asada, P. Shaltis, A. Reisner, S. Rhee, and R. C. Hutchinson, "Mobile monitoring with wearable photoplethysmographic biosensors," IEEE Eng. Med. Biol. Mag., vol.22, no.3, pp. 28-40, May/Jun. 2003.
22. K. Shin, Y. Kim, S. Bae, K. Park, and S. Kim, "A novel headset with a transmissive PPG sensor for heart rate measurement," in Proc. 13th Int. Conf. Biomed. Eng., Singapore, 2009, pp. 519-522.
23. S. Vogel, M. Hulsbusch, D. Starke, and S. Leonhardt, "In-ear heart rate monitoring using a micro-optic reflective sensor," presented at the 30th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., Lyon, France, 2007.
24. T.Wartzek, S. Vogel, T. Hennig, O. Brodersen,M. Hulsbusch,M. Herzog, and S. Leonhardt, "Analysis of heart rate variability with an in-ear microoptic sensor in view of motion artifacts," in Proc. 6th Int. Workshop Wearable Implantable Body Sens. Netw., Berkeley, CA, 2009, pp. 168-172.
25. C. Z. Wang and Y. P. Zheng, "Home-telecare of the elderly living alone using an new designed ear-wearable sensor," presented at the 5th Int. Workshop Wearable Implantable Body Sens. Netw., Hong Kong, China, 2008.
26. J. A. C. Patterson, D. G. McIlwraith, and G. Z.Yang, "A flexible, lownoise reflective PPG sensor platform for ear-worn heart rate monitoring," in Proc. 6th Int.WorkshopWearable Implantable Body Sens.Netw.,Berkeley, CA, 2009, pp. 286-291.
27. J. M. Bland and D. G. Altman, "Statistical methods for assessing agreement between two methods of clinical measurement," Lancet, vol.1, pp. 307-310, Feb. 1986.
28. L. B.Wood, "Motion artifact reduction for wearable photoplethysmogram sensors using micro accelerometers and Laguerre series adaptive filters," S.M. thesis, Massachusetts Inst. Technol., Cambridge, MA, 2004.
29. Q. Zhang, A. I. Manriquez, C. Medigue, Y. Papelier, and M. Sorine, "An algorithm for robust and efficient location of T-wave ends in electrocardiograms," IEEE Trans. Biomed. Eng., vol.53, no.12, pp. 2544-2552, Dec. 2006.
30. G. Comtois and Y. Mendelson, "A noise reference input to an adaptive filter algorithm for signal processing in a wearable pulse oximeter," in Proc. IEEE 33rd Annu. Northeast Bioeng. Conf., 2007, pp. 106-107.
31. S. Brage, N. Brage, P. W. Franks, U. Ekelund, and N. J. Wareham, "Reliability and validity of the combined heart rate and movement sensor Actiheart," Eur. J. Clin. Nutr., vol.59, pp. 561-570, Apr. 2005. (Pubitemid 40528670)
32. H. H. Asada, H. Jiang, and P. Gibbs, "Active motion artifact reduction for wearable sensors using Laguerre expansion and signal separation," in Proc. Conf. IEEE Eng. Med. Biol. Soc., 2005, vol.1, pp. 3571-3574.
33. C. M. Alexander, L. E. Teller, and J. B. Gross, "Principles of pulse oximetry: Theoretical and practical considerations," Anesth. Analg., vol.68, pp. 368-376, Mar. 1989.
34. A. Johansson and P. A. Oberg, "Estimation of respiratory volumes from the photoplethysmographic signal. Part I: Experimental results," Med. Biol. Eng. Comput., vol.37, pp. 42-47, Jan. 1999.
35. W. B. Murray and P. A. Foster, "The peripheral pulse wave: Information overlooked," J. Clin. Monit., vol.12, pp. 365-377, Sep. 1996.
36. D. M. Karantonis, M. R. Narayanan, M. Mathie, N. H. Lovell, and B. G. Celler, "Implementation of a real-time human movement classifier using a triaxial accelerometer for ambulatory monitoring," IEEE Trans. Inf. Technol. Biomed., vol.10, no.1, pp. 156-167, Jan. 2006.
37. M. Ermes, J. Parkka, J. Mantyjarvi, and I. Korhonen, "Detection of daily activities and sports with wearable sensors in controlled and uncontrolled conditions," IEEE Trans. Inf. Technol. Biomed., vol.12, no.1, pp. 20-26, Jan. 2008.
38. J. Parkka, M. Ermes, P. Korpipaa, J. Mantyjarvi, J. Peltola, and I. Korhonen, "Activity classification using realistic data from wearable sensors," IEEE Trans. Inf. Technol. Biomed., vol.10, no.1, pp. 119-128, Jan. 2006.