• DocumentCode
    2240439
  • Title

    Analysis of 1/f fluctuation in walking using gyro sensor system

  • Author

    Tsuruoka, Masako ; Minakuchi, Shunsuke ; Shilbasaki, R. ; Yasuoka, Yoshifumi ; Murai, Shunji ; Tsuruoka, Yuriko

  • Author_Institution
    Inst. of Ind. Sci., Tokyo Univ., Japan
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    77
  • Lastpage
    82
  • Abstract
    Presents a useful walking analyser system (WAS). The set-up for acquiring data is a small wearable personal computer (WPC) assisted system. It employs a lithium battery-powered gyro-sensor. While walking, the WPC is worn like a wrist-watch, the small sensor is fixed to the person´s back, near the body´s centre of gravity, and the batteries are inserted into a waist pouch. When the WPC switch is turned on, three relative angles (i.e. roll, pitch and yaw) and accelerations in the X, Y and Z axes of the person´s back are recorded at 30 Hz. People who wear dentures were selected as subjects at the department of geriatric dentistry in a dental hospital. It was observed that, in the case of people wearing dentures, the angular displacements and the accelerations of the back in walking had a better rhythm compared to those without dentures. As an effective analyser system for walking stability, power spectral analysis is used, utilizing autoregressive modelling. In the case of people not wearing dentures, their power spectrum densities of the three angles and accelerations of back fluctuation were wavy, showing unstable walking. In the case of people wearing dentures, their power spectrum densities were approximately close to a 1/f3 fluctuation (f = frequency), i.e. they were stable when walking in all directions. Using this WAS, it is easy to discover people´s walking stability in rehabilitation and physical fitness
  • Keywords
    1/f noise; biomedical measurement; computer aided analysis; computerised instrumentation; dentistry; fluctuations; gait analysis; geriatrics; gyroscopes; medical computing; microcomputer applications; nonelectric sensing devices; patient rehabilitation; portable computers; spectral analysis; stability; 1/f fluctuation; 30 Hz; autoregressive modelling; back acceleration; back angular displacement; body centre of gravity; dentures; gait; geriatric dentistry; gyro sensor system; lithium battery; physical fitness; power spectral analysis; power spectrum densities; rehabilitation; relative angles; rhythm; walking analyser system; walking stability; wearable personal computer; Acceleration; Dentistry; Fluctuations; Gravity; Legged locomotion; Lithium; Microcomputers; Sensor systems; Switches; Wearable sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer-Based Medical Systems, 2000. CBMS 2000. Proceedings. 13th IEEE Symposium on
  • Conference_Location
    Houston, TX
  • ISSN
    1063-7125
  • Print_ISBN
    0-7695-0484-1
  • Type

    conf

  • DOI
    10.1109/CBMS.2000.856882
  • Filename
    856882