Abstract
This research is an extension of a previous research [1] on the different effects of sensor location that is relatively suitable for heart rate sensing. This research aimed to elucidate the causes of wide variations in heart rate measurements from the same sensor position among subjects, as observed in previous research [1], and to enhance designs of the inductive textile electrode to overcome these variations. To achieve this, this study comprised two parts: In part 1, X-ray examinations were performed to determine the cause of the wide variations noted in the findings from previous research [1], and we found that at the same sensor position, the heart activity signal differed with slight differences in the positions of the heart of each subject owing to individual differences in the anatomical heart location. In part 2, three types of dual-loop-type textile electrodes were devised to overcome variations in heart location that were confirmed in part 1 of the study. The variations with three types of sensor designs were compared with that with a single-round type of electrode design, by using computer simulation and by performing a t-test on the data obtained from the experiments. We found that the oval-oval shaped, dual-loop-type textile electrode was more suitable than the single round type for determining morphological characteristics as well as for measuring appropriate heart activity signals. Based on these results, the oval-oval, dual-loop-type was a better inductive textile electrode that more effectively overcomes individual differences in heart location during heart activity sensing based on the magnetic-induced conductivity principle.
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Koo, H., Lee, Y., Gi, S., Khang, S., Lee, J., Lee, J., Lim, M., Park, H., and Lee, J., The effect of textile-based inductive coil sensor positions for heart rate monitoring. J. Med. Syst. 38(1–12):2014, 2014. doi:10.1007/s10916-013-0002-0.
Bonfiglio, A., and Rossi, D., Wearable monitoring system. Springer Science+Business Media, LLC, Springer US, 2011.
Teichmann, D., Foussier, J., and Leonhardt, S., Respiration monitoring based on magnetic induction using a single coil. Biomed. Circ. Syst. Conf. 2010. doi:10.1109/BIOCAS.2010.5709565.
Zheng, Y., Yan, B., Zhang, Y., and Poon, C., An armband wearable device for overnight and cuff-less blood pressure measurement. (2014). IEEE Trans. Biomed. Eng. 61:2179–2185, 2014. doi:10.1109/TBME.2014.2318779.
Singh, M., and Jain, N., A survey on integrated wireless healthcare framework for continuous physiological monitoring. Int. J. Comput. Appl. 86:0975–8887, 2014.
Trindade, I. G., Martins, F., Miguel, R., and Silva, M. S., Design and integration of wearable devices in textiles. Sensors & transducers. 183:42–47, 2014.
Stoppa, M., and Chiolerio, A., Wearable electronics and smart textiles: A critical review. Sensors 14:11957–11992, 2014. doi:10.3390/s140711957.
Lim, Y. G., Lee, J. S., Lee, S. M., Lee, H. J., and Park, K. S., Capacitive measurement of ECG for ubiquitous healthcare. Annal. Biomed. Eng. 42:2218–2222, 2014. doi:10.1007/s10439-014-1069-6.
Kumara, P. S., Oha, S., Kwona, H., Raib, P., and Varadana, V. K., Smart real-time cardiac diagnostic sensor systems for football players and soldiers under intense physical training. Proc. Biosens. Info-Tech. Sens. Syst. 2013. doi:10.1117/12.2009861.
Gi, S., A design of the non-contact type textile electrode for heart rate monitoring clothing based on Magnetic- induced conductivity measurement. Yonsei University, Seoul, 2014.
Song, H., Lee, J., Kang, D., Cho, H., Cho, H., Lee, J., and Lee, Y., Textile electrodes of jacquard woven fabrics for biosignal measurement. Text. Inst. 101:758–770, 2010. doi:10.1080/00405000903442086.
Stefan, K. J., Wiklund, U., Berglin, L., Östlund, N., Karlsson, M., Bäcklund, T., Lindecrantz, K., and Sandsjö, L., Wireless monitoring of heart rate and electromyographic signals using a smart T-shirt. International Workshop on Wearable, Micro and Nano Technologies for the Personalised Health. pHealth, 2008.
Cho, H., Koo, S., Lee, J., Cho, H., Kang, D., Song, H., Lee, J., Lee, K., and Lee, Y., Heart monitoring garments using textile electrodes for healthcare applications. J. Med. Syst. 35:189–201, 2009. doi:10.1007/s10916-009-9356-8.
Kinen, M., Introduction to phase change materials. In: Intelligent Textiles and Clothing. Woodhead, 2006.
Ueno, A., Akabane, Y., Kato, T., Hoshino, H., Kataoka, S., and Ishiyama, Y., Capacitive sensing of electrocardiographic potential through cloth from the dorsal surface of the body in a supine position: A preliminary study. IEEE Trans. Biomed. Eng. 54:759–766, 2007. doi:10.1109/TBME.2006.889201.
Steffen, M., Aleksandrowicz, A., and Leonhardt, S., Mobile noncontact monitoring of heart and lung activity. IEEE Trans. Biomed. Eng. Circ. Syst. 1:250–257, 2007. doi:10.1109/TBCAS.2008.915633.
Gi, S., Lee, Y., Koo, H., Khang, S., Park, H., Kim, K., Lee, J., and Lee, J., An analysis on the effect of the shape features of the textile electrode on the non-contact type of sensing of cardiac activity based on the magnetic-induced conductivity principle. Trans. Korea Electr. Eng. 62:803–810, 2013. doi:10.5370/KIEE.2013.62.6.803.
Teichmann, D., Foussier, J., Jia, J., Leonhardt, S., and Walter, M., Noncontact monitoring of cardiorespiratory activity by electromagnetic coupling. IEEE Trans. Biomed. Eng. 60(2142–2152):2013, 2013. doi:10.1109/TBME.2013.2248732.
Steffen, M., and Leonhardt, S., Non-contact monitoring of heart and lung activity by magnetic induction measurement. Acta Polytechnol. 48:71–78, 2009.
Gi, S., Lee, Y., Koo, H., Khang, S., Park, H., Kim, K., Lee, J., and Lee, J., Application of a textile-based inductive sensor for the vital sign monitoring. J. Electr. Eng. Technol. 10(364–371):2015, 2015. doi:10.5370/JEET.2015.10.1.364.
Park, G., Electromagnetics. Books Hill, Seoul, 2010.
Oum, J., Lee, S., Kim, D., and Hong, S., Non-contact heartbeat and respiration detector using capacitive sensor with colpitts oscillator. Electron. Lett. 44:87–89, 2008. doi:10.1049/el:20082336.
Vedru, J., Gordon, R., Hummal, L., and Trolla, J., Modelling of an inductive sensor of the Foucault cardiogram. Est. J. Eng. 17:252–270, 2011. doi:10.3176/eng.2011.3.06.
Lee, J. W., and Lee, J. H., Smart wear: Heart activity monitoring system using inductive sensors. World of electricity. Trans. Korea Electr. Eng. 62:21–27, 2013.
Mohrmann, D. E., and Heller, H. J., Cardiovascular physiology. Mcgraw-Hill International Edition, New York, 1997.
Koo, H., Design methods for non-contact type heart activity-sensing clothing for the reduction of motion artifacts. Yonsei University, Seoul, 2015.
Peng, G. C., and Bocko, M. F., Non-contact ECG sensing employing gradiometer electrodes. IEEE Trans. Biomed. Eng. 60:179–813, 2013.
Acknowledgments
This research was supported by the Mid-Career Researcher Program through the National Research Foundation of Korea funded by the Ministry of Science, ICT & Future Planning (NRF-2012R1A2A2A04045455).
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The experiments comply with the current laws of the country in which they were performed.
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The authors declare that they have no conflicts of interest.
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This article is part of the Topical Collection on Systems-Level Quality Improvement.
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Gi, S.O., Lee, YJ., Koo, H.R. et al. The Effect of Electrode Designs Based on the Anatomical Heart Location for the Non-Contact Heart Activity Measurement. J Med Syst 39, 191 (2015). https://doi.org/10.1007/s10916-015-0339-7
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DOI: https://doi.org/10.1007/s10916-015-0339-7