Smart Helmet:Wearable Multichannel ECG and EEG

IEEE Journal of Translational Engineering in Health and Medicine

Volumn 4, Issue , 2016, Pages

  Von Rosenberg, Wilhelm ^a   Chanwimalueang, Theerasak ^a   Goverdovsky, Valentin ^a   Looney, David ^a   Sharp, David ^a   Mandic, Danilo P ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

Multichannel R peak detection; QRS complex; vital signs; wearable ECG; wearable EEG

Indexed keywords

ELECTROCARDIOGRAPHY; ELECTRODES; ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; SAFETY DEVICES;

ELECTRO-ENCEPHALOGRAM (EEG); MULTIPLE ELECTRODES; QRS COMPLEXES; R-PEAK DETECTION; REAL-WORLD ACTIVITIES; REAL-WORLD SCENARIO; VITAL SIGN; WEARABLE ECG;

WEARABLE TECHNOLOGY;

ARTICLE; MAGNETISM; PUBLICATION; TECHNOLOGY;

EID: 85012927885     PISSN: None     EISSN: 21682372     Source Type: Journal    
DOI: 10.1109/JTEHM.2016.2609927     Document Type: Article

References (34)

1. J. G. Webster, "Reducing motion artifacts and interference in biopotential recording," IEEE Trans. Biomed. Eng., vol. BME-31, no. 12, pp. 823-826, Dec. 1984.
2. P. Mithun, P. C. Pandey, T. Sebastian, P. Mishra, and V. K. Pandey, "A wavelet based technique for suppression of EMG noise and motion artifact in ambulatory ECG," in Proc. IEEE Conf. Eng. Med. Biol. Soc. (EMBC), Aug./Sep. 2011, pp. 7087-7090.
3. J. D. Bronzino, Biomedical Engineering Handbook, vol. 1, 2nd ed. Boca Raton, FL, USA: CRC Press, 1999.
4. S. Vanhatalo, J. Voipio, and K. Kaila, "Full-band EEG (FbEEG): An emerging standard in electroencephalography," Clin. Neurophysiol., vol. 116, no. 1, pp. 1-8, 2005.
5. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology, "Heart rate variability: Standards of measurement, physiological interpretation and clinical use," Eur. Heart J., vol. 17, p. 354-181, no. 3, 1996.
6. E. G. Krug, G. K. Sharma, and R. Lozano, "The global burden of injuries," Amer. J. Public Health, vol. 90, no. 4, pp. 523-526, 2000.
7. R. Bedini et al., "ECG telemetric evaluation in formula one drivers," in Proc. IEEE Int. Conf. Comput. Cardiol., Sep. 1995, pp. 353-356.
8. A. J. Casson, D. C. Yates, S. J. M. Smith, J. S. Duncan, and E. Rodriguez-Villegas, "Wearable electroencephalography," IEEE Eng. Med. Biol. Mag., vol. 29, no. 3, pp. 44-56, May/Jun. 2010.
9. Y. S. Kim et al., "Measurement of biomedical signals from helmet based system," in Proc. IEEE Int. Conf. Eng. Med. Biol. Soc. (EMBC), Aug. 2007, pp. 359-362.
10. D. Da He, E. S. Winokur, and C. G. Sodini, "A continuous, wearable, and wireless heart monitor using head ballistocardiogram (BCG) and head electrocardiogram (ECG)," in Proc. IEEE Int. Conf. Eng. Med. Biol. Soc. (EMBC), Aug./Sep. 2011, pp. 4729-4732.
11. T.-W. Shen, T. Hsiao, Y.-T. Liu, and T.-Y. He, "An ear-lead ECG based smart sensor system with voice biofeedback for daily activity monitoring," in Proc. IEEE Int. Region 10 Conf. (TENCON), Nov. 2008, pp. 1-6.
12. D. Looney et al., "The in-the-ear recording concept: User-centered and wearable brain monitoring," IEEE Pulse, vol. 3, no. 6, pp. 32-42, Nov. 2012.
13. D. Ebenezer and V. Krishnamurthy, "Wave digital matched lter for electrocardiogram preprocessing," J. Biomed. Eng., vol. 15, no. 2, pp. 132-134, 1993.
14. Q. Xue, Y. H. Hu, and W. J. Tompkins, "Neural-network-based adaptive matched ltering for QRS detection," IEEE Trans. Biomed. Eng., vol. 39, no. 4, pp. 317-329, Apr. 1992.
15. S. E. Dobbs, N. M. Schmitt, and H. S. Ozemek, "QRS detection by template matching using real-time correlation on a microcomputer," J. Clin. Eng., vol. 9, no. 3, pp. 197-212, 1984.
16. Z. Song-Kai, W. Jian-Tao, and X. Jun-Rong, "The real-time detection of QRS-complex using the envelope of ECG," in Proc. IEEE Int. Conf. Eng. Med. Biol. Soc. (EMBC), vol. 1. Nov. 1988, p. 38.
17. M.-E. Nygårds and L. Sörnmo, "Delineation of the QRS complex using the envelope of the e.c.g.," Med. Biol. Eng. Comput., vol. 21, no. 5, p. 538-547, 1983.
18. D. Benitez, P. A. Gaydecki, A. Zaidi, and A. P. Fitzpatrick, "The use of the Hilbert transform in ECG signal analysis," Comput. Biol. Med., vol. 31, no. 5, pp. 399-406, 2001.
19. J. Pan and W. J. Tompkins, "A real-time QRS detection algorithm," IEEE Trans. Biomed. Eng., vol. 32, no. 3, pp. 230-236, Mar. 1985.
20. T. Chanwimalueang, W. von Rosenberg, and D. P. Mandic, "Enabling R-peak detection in wearable ECG: Combining matched ltering and Hilbert transform," in Proc. IEEE Int. Conf. Digit. Signal Process. (DSP), Jul. 2015, pp. 134-138.
21. A. T. Reisner, G. D. Clifford, and R. G. Mark, "The physiological basis of the electrocardiogram," in Advanced Methods and Tools for ECG Data Analysis. Norwood, MA, USA: Artech House, 2007, pp. 1-25.
22. B.-U. Kohler, C. Hennig, and R. Orglmeister, "The principles of software QRS detection," IEEE Eng. Med. Biol. Mag., vol. 21, no. 1, pp. 42-57, Jan./Feb. 2002.
23. T.W. Picton, M. S. John, A. Dimitrijevic, and D. Purcell, "Human auditory steady-state responses," Int. J. Audiol., vol. 42, no. 4, pp. 177-219, 2003.
24. H. Strasburger, W. Scheidler, and I. Rentschler, "Amplitude and phase characteristics of the steady-state visual evoked potential," Appl. Opt., vol. 27, no. 6, pp. 1069-1088, 1988.
25. B.-S. Lin,W. Chou, H.-Y.Wang,Y.-J. Huang, and J.-S. Pan, "Development of novel Non-Contact electrodes for mobile electrocardiogram monitoring system," IEEE J. Transl. Eng. Health Med., vol. 1, 2013, Art. no. 2700108.
26. K. M. Lewis and K. A. Handal, Sensible Analysis of the 12-Lead ECG (Allied Health Series), Canada. Delma/Thomson Learning, 2000.
27. W. von Rosenberg, T. Chanwimalueang, D. Looney, and D. P. Mandic, "Vital signs from inside a helmet: A multichannel face-lead study," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP), Apr. 2015, pp. 982-986.
28. N. ur Rehman and D. P. Mandic, "Multivariate empirical mode decomposition," Proc. R. Soc. Lond. A, Math., Phys. Eng. Sci., vol. 466, no. 2117, pp. 1291-1302, 2009.
29. N. ur Rehman, C. Park, N. E. Huang, and D. P. Mandic, "EMD via MEMD: Multivariate noise-aided computation of standard EMD," Adv. Adapt. Data Anal., vol. 5, no. 2, pp. 1-25, 2013.
30. D. Looney, L. Li, T. M. Rutkowski, D. P. Mandic, and A. Cichocki, "Ocular artifacts removal from EEG using EMD," in Proc. Int. Conf. Adv. Cognit. Neurodyn. (ICCN), 2008, pp. 831-835.
31. V. Goverdovsky, D. Looney, P. Kidmose, and D. P. Mandic, "In-ear EEG from viscoelastic generic earpieces: Robust and unobtrusive 24/7 monitoring," IEEE Sensors J., vol. 16, no. 1, pp. 271-277, Jan. 2016.
32. W. von Rosenberg, T. Chanwimalueang, V. Goverdovsky, and D. P. Mandic, "Smart helmet: Monitoring brain, cardiac and respiratory activity," in Proc. IEEE Int. Conf. Eng. Med. Biol. Soc. (EMBC), Aug. 2015, pp. 1829-1832.
33. V. Goverdovsky, D. Looney, P. Kidmose, and D. P. Mandic, "Multimodal physiological sensor for motion artefact rejection," in Proc. 36th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc. (EMBC), Aug. 2014, pp. 2753-2756.
34. V. Goverdovsky, D. Looney, P. Kidmose, C. Papavassiliou, and D. P. Mandic, "Co-located multimodal sensing: A next generation solution for wearable health," IEEE Sensors J., vol. 15, no. 1, pp. 138-145, Jan. 2015.