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http://dx.doi.org/10.15683/kosdi.2020.3.31.087

Detection Scheme of Heart and Respiration Signals for a Driver of Car with a Doppler Radar  

Yun, Younguk (Electronic Engineering Department, Kwangwoon University)
Lee, Jeongpyo (Electronic Engineering Department, Kwangwoon University)
Kim, Jinmyung (JCF Technology)
Kim, Youngok (Electronic Engineering Department, Kwangwoon University)
Publication Information
Journal of the Society of Disaster Information / v.16, no.1, 2020 , pp. 87-95 More about this Journal
Abstract
Purpose: In this paper, we propose an algorithm for detecting respiratory rate and heart beat of a driver of car by exploiting Doppler radar, and verifying the feasibility of the study through experiments. Method: In this paper, we propose a weighted peak detection technique using peak frequency values. The tests are performed in stop-state and driving-state, and the experiment result is analyzed by two proposed algorithms. Result: The results showed more than 95% and 96% accuracy of respiratory and heart rate, respectively. It also showed more than 72% and 84% accuracy of those even for driving experiments. Conclusion: The proposed detection scheme for vital signs can be used for the safety of the driver as well as for prevention of a large size of car accidents.
Keywords
Vital Sign; Car Accidents; Smart-car; Doppler RADAR; Signal Processing;
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Times Cited By KSCI : 2  (Citation Analysis)
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1 Jeon, B.H. (2018). "Improvement on Accident Statistic Analysis and Response of Hazardous Chemical Transport Vehicle." Journal of Korea Society of Disaster Information, Vol. 14, No. 1, pp. 59-64.   DOI
2 Kesteloot, H., Willems, J., Van Vollenhoven, E. (1969). "On the physical principles and methodology of mechanocardiography." Acta cardiologica, Vol. 24, No. 2, pp. 147-160.
3 Kim, C.S., Ober, S.L., McMurtry, M.S., Finegan, B.A., Inan, O.T., Mukkamala, R., Hahn, J.O. (2016). "Ballistocardiogram: Mechanism and potential for unobtrusive cardiovascular health monitoring." Scientific reports, Vol. 6, No. 31297, pp. 1-6.   DOI
4 Kim, S., Lee, S., Jeong, S., Lim, M., Song, Y., Ahn, E., Jeong, H., Kim, N., Lee, H., Choi, S. (2017). "A Study on Investigation Procedure of Chemical Spill by Vehicle Transporting Chemicals." Journal of Korea Society of Disaster Information, Vol. 13, No. 1, pp. 1-5.   DOI
5 Koegelenberg, S., Scheffer, C., Blanckenberg, M.M., Doubell, A.F. (2014). "Application of laser doppler vibrometery for human heart auscultation." 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Illinois, US, pp. 4479-4482.
6 Lee, S.H. (2012). "Polysomnography in the Diagnostic Aspects of Obstructive Sleep Apnea." Journal of the Korean Medical Association, Vol. 55, No. 2, pp. 138-145.   DOI
7 Levick, J.R. (2013). An introduction to cardiovascular physiology. Butterworth-Heinemann. London, UK.
8 Li, C., Lubecke, V.M., Boric-Lubecke, O., Lin, J. (2013). "A review on recent advances in Doppler radar sensors for noncontact healthcare monitoring." IEEE Transactions on microwave theory and techniques, Vol. 61, No. 5, pp. 2046-2060.   DOI
9 Lin, J.C. (1975). "Noninvasive microwave measurement of respiration." Proceedings of the IEEE, Vol. 63, No. 10, pp. 1530-1530.   DOI
10 Lin, J.C., Kiernicki, J., Kiernicki, M., Wollschlaeger, P.B. (1979). "Microwave apexcardiography." IEEE Transactions on Microwave Theory and Techniques, Vol. 27, No. 6, pp. 618-620.   DOI
11 Liu, Y., Norton, J. J., Qazi, R., Zou, Z., Ammann, K. R., Liu, H., Yan, L., Tran, P.L., Jang, K.I., Lee, J.W., Zhang, D., Kilian, K.A., Jung, S.H., Bretl, T., Xiao, J., Slepian, M.J., Huang, Y., Jeong, J.W., Rogers, J.A. (2016). "Epidermal mechano-acoustic sensing electronics for cardiovascular diagnostics and human-machine interfaces." Science Advances, Vol. 2, No. 11, e1601185.   DOI
12 Muller, M., Abib, G.I. (2015). "Ultra WideBand RADAR system for human chest displacement." IEEE 13th International New Circuits and Systems Conference(NEWCAS), Grenoble, France, pp. 1-4.
13 Odinaka, I., O'Sullivan, J.A., Sirevaag, E.J., Rohrbaugh, J.W. (2014). "Cardiovascular biometrics: combining mechanical and electrical signals." IEEE Transactions on Information Forensics and Security, Vol. 10, No. 1, pp. 16-27.   DOI
14 Pappano, A.J., Wier, W.G. (2018). Cardiovascular Physiology-E-Book: Mosby Physiology Monograph Series. Elsevier Health Sciences, Philadelphia, US.
15 Park, S.U. (2017). "Analysis of Treatment Trends in Ischemic Heart Disease in Recent 5 Years." Heart Insurance Review & Assessment, Vol. 11, No. 5, pp. 59-67.
16 Redlarski, G., Gradolewski, D., Palkowski, A. (2014). "A system for heart sounds classification." PloS one, Vol. 9, No. 11, e112673.   DOI
17 Wang, C.C., Trivedi, S.B., Jin, F., Stepanov, S., Chen, Z., Khurgin, J., Rodriguez, P., Prasad, N. S. (2007). "Human life signs detection using high-sensitivity pulsed laser vibrometer." IEEE Sensors Journal, Vol. 7, No. 9, pp. 1370-1376.   DOI
18 Reed, T.R., Reed, N.E., Fritzson, P. (2004). "Heart sound analysis for symptom detection and computer-aided diagnosis." Simulation Modelling Practice and Theory, Vol. 12, No. 2, pp. 129-146.   DOI
19 Shafiq, G., Veluvolu, K.C. (2014). "Surface chest motion decomposition for cardiovascular monitoring." Scientific reports, Vol. 4, No. 5093, pp. 1-9.
20 Shingu, G., Takizawa, K., Ikegami, T. (2008). "Human body detection using mimo-uwb radar sensor network in an indoor environment." Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies, Otago, New Zealand, pp. 437-442.
21 Groff, C.P., Mulvaney, P.L. (2000). Wearable vital sign monitoring system. U.S. Patent No. 6,102,856.
22 Bai, Z., Chen, X., Li, J. (2017). "A miniaturized single-chip oximetry module utilizing reflectance photoplethysmography." 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics(CISP-BMEI), Shanghai, China, pp. 1-5.
23 Dagdeviren, C., Su, Y., Joe, P., Yona, R., Liu, Y., Kim, Y.S., Damadoran, A.R., Huang, Y.A., Xia, J., Martin, L.W., Huang, Y., Rogers, J.A. (2014). "Conformable amplified lead zirconate titanate sensors with enhanced piezoelectric response for cutaneous pressure monitoring." Nature communications, Vol. 5, No. 4496, pp. 1-10.
24 Gong, S., Schwalb, W., Wang, Y., Chen, Y., Tang, Y., Si, J., Shirinzadeh, B., Cheng, W. (2014). "A wearable and highly sensitive pressure sensor with ultrathin gold nanowires." Nature communications, Vol. 5, No. 3132, pp. 1-8.
25 Xiong, Y., Chen, S., Dong, X., Peng, Z., Zhang, W. (2017). "Accurate measurement in doppler radar vital sign detection based on parameterized demodulation." IEEE Transactions on Microwave Theory and Techniques, Vol. 65, No. 11, pp. 4483-4492.   DOI
26 Yamamoto, Y., Harada, S., Yamamoto, D., Honda, W., Arie, T., Akita, S., Takei, K. (2016). "Printed multifunctional flexible device with an integrated motion sensor for health care monitoring." Science advances, Vol. 2, No. 11, e1601473.   DOI
27 Immoreev, I. Y. (2009). "Ultrawideband radars: Features and capabilities." Journal of Communications Technology and Electronics, Vol. 54, No. 1, pp. 1-26.   DOI
28 Hirata, K., Yaginuma, T., O'Rourke, M.F., Kawakami, M. (2006). "Age-related changes in carotid artery flow and pressure pulses: possible implications for cerebral microvascular disease." Stroke, Vol. 37, No. 10, pp. 2552-2556.   DOI
29 Hoffman, C., Rice, D., Sung, H.Y. (1996). "Persons with chronic conditions: their prevalence and costs." JAMA, Vol. 276, No. 18, pp. 1473-1479.   DOI