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Unobtrusive Sensing and Wearable Devices for Health Informatics
Ya-Li Zheng, Xiao-Rong Ding, Carmen Chung Yan Poon and 6 more
IEEE Transactions on Biomedical Engineering · 2014 · Review
Abstract
The aging population, prevalence of chronic diseases, and outbreaks of infectious diseases are some of the major challenges of our present-day society. To address these unmet healthcare needs, especially for the early prediction and treatment of major diseases, health informatics, which deals with the acquisition, transmission, processing, storage, retrieval, and use of health information, has emerged as an active area of interdisciplinary research. In particular, acquisition of health-related information by unobtrusive sensing and wearable technologies is considered as a cornerstone in health informatics. Sensors can be weaved or integrated into clothing, accessories, and the living environment, such that health information can be acquired seamlessly and pervasively in daily living. Sensors can even be designed as stick-on electronic tattoos or directly printed onto human skin to enable long-term health monitoring. This paper aims to provide an overview of four emerging unobtrusive and wearable technologies, which are essential to the realization of pervasive health information acquisition, including: (1) unobtrusive sensing methods, (2) smart textile technology, (3) flexible-stretchable-printable electronics, and (4) sensor fusion, and then to identify some future directions of research.
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References 160
- 1.
Bloom D. E., Cafiero E. T., Jané-Llopis E., Abrahams-Gessel S., Bloom L. R., Fathima S., Feigl A. B., Gaziano T., Mowafi M., Pandya A., Prettner K., Rosenberg L., Seligman B., Stein A. Z., and Weinstein C., The Global Economic Burden of Non-Communicable Diseases, Geneva, Switzerland: World Economic Forum, Jul. 2011.
Not in our library
- 2.
Zhang Y. T. and Poon C. C. Y., “Editorial note on the processing, storage, transmission, acquisition, and retrieval (P-STAR) of bio, medical, and health information”, IEEE Trans. Inf. Technol. Biomed., vol. 14, no. 4, pp. 895–896, Jul. 2010.
Not in our library10.1109/titb.2010.2051834
- 3.
Poon C. C. Y., Wong Y. M., and Zhang Y.-T., “M-Health: The development of cuff-less and wearable blood pressure meters for use in body sensor networks”, in Proc. IEEE/NLM Life Sci. Syst. Appl. Workshop, Bethesda, MD, 2006, pp. 1–2.
Not in our library
- 4.
Kim D. H., Lu N., Ma R., Kim Y. S., Kim R. H., Wang S., Wu J., Won S. M., Tao H., Islam A., Yu K. J., Kim T.-i., Chowdhury R., Ying M., Xu L. Z., Li M., Chung H. J., Keum H., McCormick M., Liu P., Zhang Y. W., Omenetto F. G., Huang Y. G., Coleman T., and Rogers J. A., “Epidermal electronics”, Science, vol. 333, no. 6044, pp. 838–843, Aug. 2011.
Not in our library10.1126/science.1206157
- 5.
Zhang Y. T. and Poon C. C. Y., “Health informatics: Unobtrusive physiological measurement technologies”, IEEE J. Biomed. Health Informat., vol. 17, no. 5, p. 893, Sep. 2013.
Not in our library10.1109/jbhi.2013.2279187
- 6.
Wu K. F., Chan C. H., and Zhang Y. T., “Contactless and cuffless monitoring of blood pressure on a chair using e-textile materials”, in Proc. 3rd IEEE/EMBS Int. Summer School Med. Devices Biosensors, Cambridge, MA, 2006, pp. 98–100.
Not in our library
- 7.
Baek H., Chung G., Kim K., and Park K., “A smart health monitoring chair for nonintrusive measurement of biological signals”, IEEE Trans. Inf. Technol. Biomed., vol. 16, no. 1, pp. 150–158, Jan. 2012.
Not in our library10.1109/titb.2011.2175742
- 8.
Walter M., Eilebrecht B., Wartzek T., and Leonhardt S., “The smart car seat: Personalized monitoring of vital signs in automotive applications”, Pers. Ubiquitous Comput., vol. 15, no. 7, pp. 707–715, Oct. 2011.
Not in our library
- 9.
Gu W. B., Poon C. C. Y., Leung H. K., Sy M. Y., Wong M. Y. M., and Zhang Y. T., “A novel method for the contactless and continuous measurement of arterial blood pressure on a sleeping bed”, in Proc. Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., 2009, pp. 6084–6086.
Not in our library10.1109/iembs.2009.5335393
- 10.
Poh M. Z., McDuff D., and Picard R., “A medical mirror for non-contact health monitoring”, in Proc. ACM SIGGRAPH 2011 Emerging Technol., Vancouver, BC Canada, 2011, pp. 1–1.
Not in our library
- 11.
Gomez-Clapers J. and Casanella R., “A fast and easy-to-use ECG acquisition and heart rate monitoring system using a wireless steering wheel”, IEEE Sens. J., vol. 12, no. 3, pp. 610–616, Mar. 2012.
Not in our library
- 12.
Lin Y., “A natural contact sensor paradigm for nonintrusive and real-time sensing of biosignals in human-machine interactions”, IEEE Sens. J., vol. 11, no. 3, pp. 522–529, Mar. 2011.
Not in our library
- 13.
Ko Keun K., Yong Kyu L., and Kwang-Suk P., “The electrically noncontacting ECG measurement on the toilet seat using the capacitively-coupled insulated electrodes”, in Proc. 26th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., San Francisco, CA USA, 2004, pp. 2375–2378.
Not in our library10.1109/iembs.2004.1403688
- 14.
Inan O. T., Park D., Giovangrandi L., and Kovacs G. T. A., “Noninvasive measurement of physiological signals on a modified home bathroom scale”, IEEE Trans. Biomed. Eng., vol. 59, no. 8, pp. 2137–2143, Aug. 2012.
Not in our library10.1109/tbme.2012.2186809
- 15.
Chi Y. M., Deiss S. R., and Cauwenberghs G., “Non-contact low power EEG/ECG electrode for high density wearable biopotential sensor networks”, in Proc. 6th Int. Workshop Wearable Implantable Body Sensor Netw., Berkeley, CA, 2009, pp. 246–250.
Not in our library
- 16.
Hoffmann T., Eilebrecht B., and Leonhardt S., “Respiratory monitoring system on the basis of capacitive textile force sensors”, IEEE Sens. J., vol. 11, no. 5, pp. 1112–1119, 2011.
Not in our library
- 17.
Wartzek T., Weyer S., and Leonhardt S., “A differential capacitive electrical field sensor array for contactless measurement of respiratory rate”, Physiol. Meas., vol. 32, no. 10, pp. 1575–1590, Oct. 2011.
Not in our library10.1088/0967-3334/32/10/006
- 18.
Chulsung P., Chou P. H., Ying B., Matthews R., and Hibbs A., “An ultra-wearable, wireless, low power ECG monitoring system”, in Proc. IEEE Biomed. Circuits Syst. Conf., London, U.K., 2006, pp. 241–244.
Not in our library
- 19.
Aleksandrowicz A. and Leonhardt S., “Wireless and non-contact ECG measurement system—The Aachen smartchair”, Acta Polytechnica, vol. 2, pp. 68–71, 2007.
Not in our library
- 20.
Yama Y., Ueno A., and Uchikawa Y., “Development of a wireless capacitive sensor for ambulatory ECG monitoring over clothes”, in Proc. 29th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., Lyon, France, 2007, pp. 5727–5730.
Not in our library10.1109/iembs.2007.4353647
- 21.
Fuhrhop S., Lamparth S., and Heuer S., “A textile integrated long-term ECG monitor with capacitively coupled electrodes”, in Proc. IEEE Biomed. Circuits Syst. Conf., Beijing, China, 2009, pp. 21–24.
Not in our library
- 22.
Chi Y. M. and Cauwenberghs G., “Wireless non-contact EEG/ECG electrodes for body sensor networks”, in Proc. Int. Conf. Body Sensor Netw., Singapore, 2010, pp. 297–301.
Not in our library
- 23.
Nemati E., Deen M. J., and Mondal T., “A wireless wearable ECG sensor for long-term applications”, IEEE Commun. Mag., vol. 50, no. 1, pp. 36–43, Jan. 2012.
Not in our library
- 24.
GuoChen P. and Bocko M. F., “Non-contact ECG sensing employing gradiometer electrodes”, IEEE Trans. Biomed. Eng., vol. 60, no. 1, pp. 179–183, Jan. 2013.
Not in our library10.1109/tbme.2012.2219531
- 25.
Jae B. H., Sung C. G., Keun K. K., Soo K. J., and Suk P. K., “Photoplethysmogram measurement without direct skin-to-sensor contact using an adaptive light source intensity control”, IEEE Trans. Inf. Technol. Biomed., vol. 13, no. 6, pp. 1085–1088, Nov. 2009.
Not in our library10.1109/titb.2009.2031108
- 26.
Poh M. Z., McDuff D. J., and Picard R. W., “Advancements in noncontact, multiparameter physiological measurements using a webcam”, IEEE Trans. Biomed. Eng., vol. 58, no. 1, pp. 7–11, Jan. 2011.
Not in our library10.1109/tbme.2010.2086456
- 27.
Asada H. H., Shaltis P., Reisner A., Sokwoo R., and Hutchinson R. C., “Mobile monitoring with wearable photoplethysmographic biosensors”, IEEE Eng. Med. Biol., vol. 22, no. 3, pp. 28–40, 2003.
Not in our library10.1109/memb.2003.1213624
- 28.
Celka P., Verjus C., Vetter R., Renevey P., and Neuman V., “Motion resistant earphone located infrared based heart rate measurement device”, in Proc. 2nd Int. Conf. Biomed. Eng., Innsbruck, Austria, 2004, pp. 582–585.
Not in our library
- 29.
Mendelson Y., Duckworth R. J., and Comtois G., “A wearable reflectance pulse oximeter for remote physiological monitoring”, in Proc. 28th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., New York, NY, 2006, pp. 912–915.
Not in our library10.1109/iembs.2006.260137
- 30.
Lei W., Lo B., and Yang G.-Z., “Multichannel reflective PPG earpiece sensor with passive motion cancellation”, IEEE Trans. Biomed. Circuits Syst., vol. 1, no. 4, pp. 235–241, Dec. 2007.
Not in our library10.1109/tbcas.2007.910900
- 31.
Vogel S., Hulsbusch M., Hennig T., Blazek V., and Leonhardt S., “In-ear vital signs monitoring using a novel microoptic reflective sensor”, IEEE Trans. Inf. Technol. Biomed., vol. 13, no. 6, pp. 882–889, Nov. 2009.
Not in our library10.1109/titb.2009.2033268
- 32.
Spigulis J., Erts R., Nikiforovs V., and Kviesis-Kipge E., “Wearable wireless photoplethysmography sensors”, in Proc. Photon. Eur., 2008, pp. 69912O1–69912O7.
Not in our library
- 33.
Patterson J. A. C., McIlwraith D. G., and Yang G.-Z., “A flexible, low noise reflective PPG sensor platform for ear-worn heart rate monitoring”, in Proc. 6th Int. Workshop Wearable Implantable Body Sensor Netw., Berkeley, CA, 2009, pp. 286–291.
Not in our library
- 34.
Shin K., Kim Y., Bae S., Park K., and Kim S. Lim C. and Goh J. H., Eds., A novel headset with a transmissive PPG sensor for heart rate measurement in Proc. 13th Intl. Conf. Biomed. Engineering, vol. 23, Berlin, Germany: Springer, 2009, pp. 519–522.
Not in our library
- 35.
Poh M.-Z., Kim K., Goessling A., Swenson N., and Picard R., “Cardiovascular monitoring using earphones and a mobile device”, IEEE Pervasive Comput., vol. 11, no. 4, pp. 18–26, Oct-Dec 2012.
Not in our library
- 36.
Poh M. Z., Swenson N. C., and Picard R. W., “Motion-tolerant magnetic earring sensor and wireless earpiece for wearable photoplethysmography”, IEEE Trans. Inf. Technol. Biomed., vol. 14, no. 3, pp. 786–794, 5 2010.
Not in our library10.1109/titb.2010.2042607
- 37.
Zheng Y. L., Leung B., Sy S., Zhang Y. T., and Poon C. C. Y., “A clip-free eyeglasses-based wearable monitoring device for measuring photoplethysmograhic signals”, in Proc. 34th Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., San Diego, CA, 2012, pp. 5022–5025.
Not in our library10.1109/embc.2012.6347121
- 38.
Lin Y. H., Lin C. F., and You H. Z. Chang R.-S., Kim T.-H. and Peng S.-L., Eds., A driver's physiological monitoring system based on a wearable PPG sensor and a smartphone Security-Enriched Urban Computing and Smart Grid, vol. 223, Berlin, Germany: Springer, 2011, pp. 326–335.
Not in our library
- 39.
Lamonaca F., Kurylyak Y., Grimaldi D., and Spagnuolo V., “Reliable pulse rate evaluation by smartphone”, in Proc. IEEE Int. Symp. Med. Measurements Appl. Proc., Budapest, Hungary, 2012, pp. 1–4.
Not in our library
- 40.
Poon C. C., Zhang Y.-T., and Liu Y., “Modeling of pulse transit time under the effects of hydrostatic pressure for cuffless blood pressure measurements”, in Proc. 3rd IEEE/EMBS Int. Summer School Med. Devices Biosensors, 2006, pp. 65–68.
Not in our library
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