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
Link To Document :
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