Wearable Motion Tolerant PPG Sensor for Instant Heart Rate in Daily Activity

Takanori Ishikawa, Yasuhide Hyodo, Ken Miyashita, Kazunari Yoshifuji, Yota Komoriya, Yutaka Imai

2017

Abstract

A wristband-type PPG heart rate sensor capable of overcoming motion artifacts in daily activity and detecting heart rate variability has been developed together with a motion artifact cancellation framework. In this work, a motion artifact model in daily life was derived and motion artifacts caused by activity of arm, finger, and wrist were cancelled significantly. Highly reliable instant heart rate detection with high noise-resistance was achieved from noise-reduced pulse signals based on peak-detection and autocorrelation methods. The wristband-type PPG heart rate sensor with our motion artifact cancellation framework was compared with ECG instant heart rate measurement in both laboratory and office environments. In a laboratory environment, mean reliability (percentage of time within 10% error relative to ECG instant heart rate) was 86.5% and the one-day pulse-accuracy achievement rate based on time use data of body motions in daily life was 88.1% or approximately 21 hours. Our device and motion artifact cancellation framework enable continuous heart rate variability monitoring in daily life and could be applied to heart rate variability analysis and emotion recognition.

References

  1. Wijsman, J., Vullers, R., Polito, S., Agell, C., Penders, J., Hermens, H., 2013. Towards Ambulatory Mental Stress Measurement from Physiological Parameters. In Affective Computing and Intelligent Interaction, pp. 564 - 569.
  2. Shin, I. H., Cha, J., Cheon, G. W., Lee. C., Lee, S. Y., Yoon, H. J., Kim, H. C., 2014. Automatic stressrelieving music recommendation system based on photoplethysmography-derived heart rate variability analysis. In 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 6402-6405.
  3. Venema, B., Blazek, V., Leonhardt, S., 2015. In-Ear Photoplethysmography for Mobile Cardiorespiratory Monitoring and Alarming. In IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks, pp. 1-5.
  4. Tamura, T., Maeda, Y., Sekine M. and Yoshida M., 2014. Wearable Photoplethysmographic Sensors-Past and Present. In Electronics, vol. 3, pp. 282-302.
  5. Renevey, P., Vetter, R., Krauss, J., Celka, P., Depeursinge, Y., 2001. Wrist-located pulse detection using IR signals, activity and nonlinear artifact cancellation. In Engineering in Medicine and Biology Society, Proceedings of the 23rd Annual International Conference of the IEEE, vol. 3, pp. 3030-3033.
  6. Asada, H. H., Jiang, H. H., Gibbs, P., 2004. Active noise cancellation using MEMS accelerometers for motiontolerant wearable bio-sensors. In Engineering in Medicine and Biology Society, 26th Annual International Conference of the IEEE, vol. 1, pp. 2157-2160.
  7. Parak, J., Korhonen, I., 2014. Evaluation of wearable consumer heart rate monitors based on photopletysmography. In 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 3670-3673.
  8. Binsch, O., Wabeke, T., Valk, P., 2016. Comparison of three different physiological wristband sensor systems and their applicability for resilience- and work load monitoring. In 13th International Conference on Wearable and Implantable Body Sensor Networks, pp. 272-276.
  9. Tautan, A. M., Young, A., Wentink, E., Wieringa, F., 2015. Characterization and reduction of motion artifacts in photoplethysmographic signals from a wrist-worn device. In 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 6146-6149.
  10. Ministry of Internal Affairs and Communications, Statistics Bureau, 2011. Basic survey on social life. http://www.stat.go.jp/data/shakai/2011/pdf/gaiyou2.pdf.
  11. Boucseinm W., 2012. Electrodermal Activity, Springer. 2nd edtion.
  12. Bashkatov, A. N., Genina, E. A., Kochubey, V. I. and Tuchin, V. V., 2005. Optical properties of human skin, subcutaneous and mucous tissues in the wavelength range from 400 to 2000?nm. In Applied Physics, vol. 38, number 15.
  13. Faber, D. J., Aalders, M. C. G., Mik, E. G., Hooper, B. A., Gemert, M. J. C., Leeuwen, T. G., 2004. Oxygen Saturation-Dependent Absorption and Scattering of Blood. In PHYSICAL REVIEW LETTERS, vol. 93, number 2.
  14. Lee, J., Matsumura, K., Yamakoshi, K., Rolfe, P., Tanaka, S., Yamakoshi, T., 2013. Comparison between red, green and blue light reflection photoplethysmography for heart rate monitoring during motion. In 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 1724-1727.
  15. Delgado-Gonzalo, R., Parak, J., Tarniceriu, A., Renevey, P., Bertschi, M., Korhonen, I., 2014. Evaluation of accuracy and reliability of PulseOn optical heart rate monitoring device. In 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 430-433.
Download


Paper Citation


in Harvard Style

Ishikawa T., Hyodo Y., Miyashita K., Yoshifuji K., Komoriya Y. and Imai Y. (2017). Wearable Motion Tolerant PPG Sensor for Instant Heart Rate in Daily Activity . In Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 4: BIOSIGNALS, (BIOSTEC 2017) ISBN 978-989-758-212-7, pages 126-133. DOI: 10.5220/0006109901260133


in Bibtex Style

@conference{biosignals17,
author={Takanori Ishikawa and Yasuhide Hyodo and Ken Miyashita and Kazunari Yoshifuji and Yota Komoriya and Yutaka Imai},
title={Wearable Motion Tolerant PPG Sensor for Instant Heart Rate in Daily Activity},
booktitle={Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 4: BIOSIGNALS, (BIOSTEC 2017)},
year={2017},
pages={126-133},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006109901260133},
isbn={978-989-758-212-7},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 4: BIOSIGNALS, (BIOSTEC 2017)
TI - Wearable Motion Tolerant PPG Sensor for Instant Heart Rate in Daily Activity
SN - 978-989-758-212-7
AU - Ishikawa T.
AU - Hyodo Y.
AU - Miyashita K.
AU - Yoshifuji K.
AU - Komoriya Y.
AU - Imai Y.
PY - 2017
SP - 126
EP - 133
DO - 10.5220/0006109901260133