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Posture Determination of Wheelchair Caregivers Using Acceleration and Gyro Sensors

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Human Interaction, Emerging Technologies and Future Systems V (IHIET 2021)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 319))

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Abstract

Japan’s aging population is one of the highest in the world, and the need for nursing care is expected to increase more and more. Back pain accounts for more than 60% of all work-related illnesses, and by industry, the insurance and sanitation industry accounts for about 24% of the total. As the correlation between back pain and the physical load of moving and transfer care has been reported in the health insurance industry, measures to prevent back pain among caregivers are an urgent issue. In this research, we will develop a posture determination system for wheelchair caregivers. The system consists of an Arduino Uno and a 9-axis sensor module, and acquires data from acceleration sensors and angular rate sensors. The system is attached to the subject’s body and evaluates the burden during the work operation based on the values of the accelerometer and angular rate sensor. In the experiment with different postures, the frequency of the sensor value exceeding the threshold value under the condition of forward leaning posture is 0.62, which means that the forward leaning posture is a slightly more burdensome posture. On the other hand, in the experiment with different inclinations, the frequency with which the sensor value exceeded the threshold value in the condition with an inclination was 0.78, indicating that the condition is quite burdensome. Furthermore, in the walking experiment with different walking speeds, the frequency with which the sensor value exceeds the threshold under the condition of fast walking speed is 0.40, indicating that the walking speed does not affect the physical burden during the work.

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References

  1. Back Pain Prevention Tips and Exercises for Care Workers, Committee for Preparation of Textbook on Prevention of Back Pain in Nursing Care and Transportation Businesses, pp. 4–6. Japan Industrial Accident Prevention Association (2010)

    Google Scholar 

  2. The Reality of Back Pain Among Workers, Musculoskeletal Disease Research Center, pp. 14–16. Japan Labor Health and Welfare Organization (2020)

    Google Scholar 

  3. Henderson, Virginia, (Masu Yumaki, Kazuko kodama), Basic Principles of Nursing Care. The Japan Nursing Association (2006)

    Google Scholar 

  4. Care and Nursing Without Back Injury, pp. 9–12. Japan Techno-Aid Association (2009)

    Google Scholar 

  5. Luinge, H.J., Veltink, P.H., Baten, C.T.M.: Estimating orientation with gyroscopes and accelerometers. Tech. Health Care 7, 455–459 (1999)

    Google Scholar 

  6. Bouten, C.V., Westerterp, K.R., Verduin, M., Janssen, J.D.: Assessment of energy expenditure for physical activity using a triaxial accelerometer. Med. Sci. Sports Exerc. 26(12), 1516–1523 (1994)

    Article  Google Scholar 

  7. Lafortune, M.A.: Three-dimensional acceleration OD the tibia during walking and running. J. Biomech. 24(10), 877–886 (1991)

    Article  Google Scholar 

  8. Willemsen, A., Frigo, C., Boom, H.B.K.: Real-time gait assessment utilizing a new way of accelerometry. J. Biomech 23, 859–863 (1990)

    Article  Google Scholar 

  9. Nomura, A.: Development of Motion and Load Analyzing System for Nursing Care Operations, pp. 25–43 (2014)

    Google Scholar 

  10. Yamasina, N., Shiba, Y., Watanabe,S., Niino, N., Ueki, S., Haga, H.: Use of welfare equipment by the elderly: a random sample survey. In: The 49th Japan Congress of Physiotherapy and Therapeutics Transcript Collection, vol. 41, no. 2 (2014)

    Google Scholar 

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Correspondence to Yoshihisa Nakatoh .

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Masuzaki, S., Hirakawa, R., Kawano, H., Nakatoh, Y. (2022). Posture Determination of Wheelchair Caregivers Using Acceleration and Gyro Sensors. In: Ahram, T., Taiar, R. (eds) Human Interaction, Emerging Technologies and Future Systems V. IHIET 2021. Lecture Notes in Networks and Systems, vol 319. Springer, Cham. https://doi.org/10.1007/978-3-030-85540-6_134

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  • DOI: https://doi.org/10.1007/978-3-030-85540-6_134

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-85539-0

  • Online ISBN: 978-3-030-85540-6

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