An inertial measurement unit tracking system for body movement in comparison with optical tracking

被引:0
|
作者
Li, Rui [1 ]
Jumet, Barclay [1 ,2 ]
Ren, Hongliang [3 ]
Song, WenZhan [1 ]
Tse, Zion Tsz Ho [1 ,4 ]
机构
[1] Univ Georgia, Sch Elect & Comp Engn, Athens, GA 30602 USA
[2] Univ Alabama, Dept Mech Engn, Tuscaloosa, AL USA
[3] Natl Univ Singapore, Dept Biomed Engn, Singapore, Singapore
[4] Univ York, Dept Elect Engn, York YO10 5DD, N Yorkshire, England
基金
美国国家科学基金会;
关键词
Body movement; Internet of Things; inertial measurement unit sensors; optical tracking; joint angles; MOTION TRACKING; DISEASE; IMU;
D O I
10.1177/0954411920921695
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The recent advancement of motion tracking technology offers better treatment tools for conditions, such as movement disorders, as the outcome of the rehabilitation could be quantitatively defined. The accurate and fast angular information output of the inertial measurement unit tracking systems enables the collection of accurate kinematic data for clinical assessment. This article presents a study of a low-cost microelectromechanical system inertial measurement unit-based tracking system in comparison with the conventional optical tracking system. The system consists of seven microelectromechanical system inertial measurement units, which could be mounted on the lower limbs of the subjects. For the feasibility test, 10 human participants were instructed to perform three different motions: walking, running, and fencing lunges when wearing specially designed sleeves. The subjects' lower body movements were tracked using our inertial measurement unit-based system and compared with the gold standard-the NDI Polaris Vega optical tracking system. The results of the angular comparison between the inertial measurement unit and the NDI Polaris Vega optical tracking system were as follows: the average cross-correlation value was 0.85, the mean difference of joint angles was 2.00 degrees, and the standard deviation of joint angles was +/- 2.65 degrees. The developed microelectromechanical system-based tracking system provides an alternative low-cost solution to track joint movement. Moreover, it is able to operate on an Android platform and could potentially be used to assist outdoor or home-based rehabilitation.
引用
收藏
页码:728 / 737
页数:10
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