DocumentCode :
347151
Title :
Bio-feedback-system analysis in walking using three gyro sensors
Author :
Tsuruoka, Masako ; Ochi, Fumio ; Tsuraoka, M.
Author_Institution :
Inst. of Stat. Math., Tokyo, Japan
Volume :
1
fYear :
1999
fDate :
1999
Abstract :
The sequential movements of the head, shoulder and pelvis cooperate and influence each other while walking. It is very important to evaluate the bio-feedback control relationship of each part movement in rehabilitation medicine. In this study, three mini gyro sensors, which were personal computer-assisted, were placed on the top of the head, the trunk at the height of shoulder and pelvis respectively. The time series data of three angles (roll, pitch, yaw) on each part were measured while subjects were walking on the treadmill. This study presents a new approach utilizing multivariate autoregressive (AR) modeling for fee-back system analysis. The relative power contribution (RPC) from three variables, i.e., the head, shoulder and pelvis, shows their dynamical relationship
Keywords :
autoregressive processes; biocontrol; feedback; gait analysis; patient rehabilitation; physiological models; time series; biofeedback control relationship; biofeedback-system analysis; dynamical relationship; head; multivariate autoregressive modeling; pelvis; pitch; rehabilitation medicine; relative power contribution; roll; sequential movements; shoulder; three gyro sensors; time series data; walking; yaw; Biosensors; Defense industry; Educational institutions; Frequency; Head; Legged locomotion; Mathematics; Pelvis; Shoulder; Time measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
ISSN :
1094-687X
Print_ISBN :
0-7803-5674-8
Type :
conf
DOI :
10.1109/IEMBS.1999.802606
Filename :
802606
Link To Document :
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