• DocumentCode
    2019890
  • Title

    Evaluation of wearable gyroscope and accelerometer sensor (PocketIMU2) during walking and sit-to-stand motions

  • Author

    An, Qi ; Ishikawa, Yuki ; Nakagawa, Junki ; Kuroda, Atsushi ; Oka, Hiroyuki ; Yamakawa, Hiroshi ; Yamashita, Atsushi ; Asama, Hajime

  • Author_Institution
    Dept. of Eng., Univ. of Tokyo, Tokyo, Japan
  • fYear
    2012
  • fDate
    9-13 Sept. 2012
  • Firstpage
    731
  • Lastpage
    736
  • Abstract
    Recently healthcare of the elderly people has become a serious issue in medical and rehabilitation areas. In order to know their functional mobility and provide sufficient medical treatment, it is important to measure their body state precisely and objectively. Therefore we developed a wearable and wireless sensor of gyroscope and accelerometer (PocketIMU2) as an easy and precise measurement of human motions. In the sensor, we employed a small and high accurate LiNbO3 crystal to achieve joint angle computation with simple integration of angular velocity. In the current paper, we evaluate the accuracy of the sensor in two important basic motion, such as a walking and sit-to-stand motions. Computed joint angles of ankle, knee, and hip are compared to the reference data measured from a optical motion capture system in term of coefficients of correlation and root mean square error. As a result, coefficient of correlation showed very high value for all joint angles, and root mean square error was adequately small. This strongly supports the usage of our developed gyroscope and accelerometer sensor for monitoring human body movement for medical usage.
  • Keywords
    accelerometers; angular velocity; biomedical equipment; biomedical measurement; gait analysis; geriatrics; gyroscopes; health care; mean square error methods; motion measurement; patient monitoring; patient rehabilitation; patient treatment; sensors; LiNbO3 crystal; PocketIMU2; accelerometer sensor; angular velocity; ankle joint angle; body state measurement; correlation coefficients; elderly people healthcare; functional mobility; hip joint angle; human body movement monitoring; human motion measurement; knee joint angle; medical area; medical treatment; rehabilitation area; root mean square error; sit-to-stand motion; walking motion; wearable gyroscope; wireless sensor; Accuracy; Correlation; Gyroscopes; Hip; Joints; Knee; Legged locomotion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    RO-MAN, 2012 IEEE
  • Conference_Location
    Paris
  • ISSN
    1944-9445
  • Print_ISBN
    978-1-4673-4604-7
  • Electronic_ISBN
    1944-9445
  • Type

    conf

  • DOI
    10.1109/ROMAN.2012.6343838
  • Filename
    6343838