DocumentCode :
1763822
Title :
A Novel Approach to Joint Flexion/Extension Angles Measurement Based on Wearable UWB Radios
Author :
Yongbin Qi ; Cheong Boon Soh ; Gunawan, Erry ; Kay-Soon Low ; Maskooki, Arash
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Volume :
18
Issue :
1
fYear :
2014
fDate :
Jan. 2014
Firstpage :
300
Lastpage :
308
Abstract :
In this paper, a new method for measuring and monitoring human body joint angles, which uses wearable ultrawideband (UWB) transceivers mounted on body segments, is proposed and investigated. The model is based on providing a high ranging accuracy (intersensor distance) between a pair of transceivers placed on the adjacent segments of the joint center of rotation. The measured distance is then used to compute the joint angles based on the law of cosines. The performance of the method was compared with a flexible goniometer by simultaneously measuring joint flexion-extension angles at different angular velocities, ranging between 8 and 90°/s. The measurement errors were evaluated by the average differences between two sets of data (ranging from 0.8° for slow movement to 2.8° for fast movement), by standard deviation (ranging from 1.2° to 4.2° for various movement speeds) and by the Pearson correlation coefficient (greater than 0.99) which demonstrates the very good performance of the UWB-based approach. The experimental results have shown that the system has sufficient accuracy for clinical applications, such as rehabilitation.
Keywords :
angular measurement; angular velocity; biological tissues; biomechanics; biomedical equipment; biomedical measurement; body sensor networks; correlation methods; goniometers; patient rehabilitation; radio transceivers; telemedicine; ultra wideband communication; Pearson correlation coefficient; UWB-based approach; angular velocity; clinical application; distance measurement; flexible goniometer; high ranging accuracy; human body joint angle measurement; human body joint angle monitoring; intersensor distance; joint angle computation; joint center of rotation; joint flexion-extension angles measurement; law of cosines; measurement error evaluation; movement speed; rehabilitation; standard deviation; wearable UWB Radio; wearable ultrawideband transceiver; Accuracy; Distance measurement; Elbow; Estimation; Joints; Receivers; Transceivers; Joint angles; phase-only correlator; ranging; rehabilitation engineering; ultrawideband (UWB);
fLanguage :
English
Journal_Title :
Biomedical and Health Informatics, IEEE Journal of
Publisher :
ieee
ISSN :
2168-2194
Type :
jour
DOI :
10.1109/JBHI.2013.2253487
Filename :
6482576
Link To Document :
بازگشت