Ambulatory measurement of elbow kinematics using inertial measurement units

被引:0
作者
Ang, Wei Sin [1 ]
Chen, I-Ming [1 ]
Yuan, Qilong [1 ]
机构
[1] Nanyang Technol Univ, Sch Mech & Aerosp Engn, Singapore 597627, Singapore
来源
2013 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM): MECHATRONICS FOR HUMAN WELLBEING | 2013年
关键词
kinematics; IMU; elbow; optimization; LOCALIZATION; PARAMETERS; CAPTURE; AXIS;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Using inertial measurement unit (IMU) to measure human body kinematics has gained popularity because of its low-cost and ease of handling, compared to optoelectronic and electromagnetic systems. However, its usage has to be supported by post-processing protocols that integrate the data with reliable kinematic model to improve the accuracy. In this paper, a method to calculate the rotation axes and angles of the elbow joint from IMU data is presented. The method makes use of product of exponential (POE) representation and an optimization process to decompose the rotation matrix into angles along the two rotation axes without introducing the carrying angle and assuming orthogonality of the two axes. Using the method, the estimated errors of the calculated axes of rotation are comparable to published results, and the rotation angles yield an orientational deviation of less than 1.5 degrees.
引用
收藏
页码:756 / 761
页数:6
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