Journal of the Institute of Convergence Signal Processing (융합신호처리학회논문지)

The Korea Institute of Convergence Signal Processing (한국융합신호처리학회)
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Human Stress Monitoring through Measurement of Physiological Signals

생체 신호 측정을 통한 스트레스 모니터링

  • Received : 2019.02.26
  • Accepted : 2019.03.30
  • Published : 2019.03.31
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Abstract

As the human population increases in the world, the ratio of health doctors is rapidly decreasing. Therefore, it is an urgent need to create new technologies to monitor the physical and mental health of people during their daily life. In particular, negative mental states like depression and anxiety are big problems in modern societies. Usually this happens due to stressful situations during everyday activities including work. This paper presents a machine learning approach to reliably estimating the level of human mental stress using wearable physiological sensors. And also, this paper presents an Android- and Arduino-based stress monitoring and relief system.

Keywords

References

  1. B. W. Kang and S. H. Kim, "A development of non-invasive body monitoring IoT sensor for smart silver healthcare," Journal of the Institute of Convergence Signal Processing, vol. 19, no. 1, pp. 28-34, 2018.
  2. J.-H. Kim, Y.-H. Noh, D.-U. Jeong, "Implementation of real-time heart activity monitoring system using heart sound," Journal of the Institute of Convergence Signal Processing, vol. 19, no. 1, pp. 14-19, 2018.
  3. M. Wingo, The Impact of the Human Stress Response: The Biologic Origins of Human Stress, Roxwell Waterhouse, 2006.
  4. U. Natsagdorj, K.-S. Moon, and H. Park, "Human stress monitoring system using physiological sensors," Proc. of Fall Conference of Korea Institute of Convergence Signal Processing, pp. 73-74, 2018.
  5. R. H. Westgaard and J. Winkel, "Occupational musculoskeletal and mental health: significance of rationalization and opportunities to create sustainable production systems - a systematic review," Appl. Ergon., vol. 42, no. 2, pp. 261-296, 2011. https://doi.org/10.1016/j.apergo.2010.07.002
  6. E. Kaniusas, Biomedical Signals and Sensors I: Linking Physiological Phenomena and Biosignals, Springer Science & Business Media, 2012.
  7. S. Edwards, The Heart Rate Monitor Book for Cyclists: A Heart Zones Training Program, 2nd Ed., Velo Press, 2002.
  8. DASS, http://www2.psy.unsw.edu.au/dass/.
  9. International Stress Management Association UK - 2016, https://isma.org.uk/.
  10. T. F. Geithner, Stress Test: Reflections on Financial Crises, Crown Publishing Group, 2014.