DocumentCode :
2313644
Title :
Development of a Wearable Sensor System for Measuring Body Joint Flexion
Author :
Bakhshi, Saba ; Mahoor, Mohammad H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Denver, Denver, CO, USA
fYear :
2011
fDate :
23-25 May 2011
Firstpage :
35
Lastpage :
40
Abstract :
This paper presents a novel approach for measuring and monitoring human body joint angles using wearable sensors. This type of monitoring is beneficial for therapists and physicians as it allows them to assess patients´ activities remotely. In our approach multiple flex-sensors are mounted on supportive cloth to measure the flexion of a joint. The changes in the resistivity of the flex-sensors are measured using an electronic board. We utilize an Extended Kalman Filter (EKF) to predict the joint angle based on the dynamic model of the joint movement and the measurements obtained from the flex-sensors. Due to variations in the measured angle by each sensor, the outputs are fussed to reduce the error and estimate the best value for the actual body joint angle. We evaluated the effectiveness and performance of our approach for measuring knee joint angle by comparing with the measured angles using goniometer. The result shows that the average of error is 6.92Ë with correlation of 0.98.
Keywords :
bending; biomechanics; biomedical engineering; goniometers; Extended Kalman Filter; body joint flexion measurement; flex-sensors; goniometer; human body joint angle; knee joint angle; wearable sensor system; Conductivity; Equations; Joints; Kalman filters; Knee; Mathematical model; Monitoring; Wearable body sensor; body joint angle; flex-sensor; sensor fusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Body Sensor Networks (BSN), 2011 International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4577-0469-7
Electronic_ISBN :
978-0-7695-4431-1
Type :
conf
DOI :
10.1109/BSN.2011.20
Filename :
5955294
Link To Document :
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