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
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