A new approach to accurate measurement of uniaxial joint angles based on a combination of accelerometers and gyroscopes

被引:190
作者
Dejnabadi, H [1 ]
Jolles, BM
Aminian, K
机构
[1] Ecole Polytech Fed Lausanne, Lab Movement Anal & Measurement, CH-1015 Lausanne, Switzerland
[2] CHU Vaudois, Univ Lausanne, Hop Orthoped Suisse Romande, CH-1011 Lausanne, Switzerland
关键词
accelerometer and gyroscope; ambulatory system; biomechanics; gait analysis; joint angle;
D O I
10.1109/TBME.2005.851475
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A new method of measuring joint angle using a combination of accelerometers and gyroscopes is presented. The method proposes a minimal sensor configuration with one sensor module mounted on each segment. The model is based on estimating the acceleration of the joint center of rotation by placing a pair of virtual sensors on the adjacent segments at the center of rotation. In the proposed technique, joint angles are found without the need for integration, so absolute angles can be obtained which are free from any source of drift. The model considers anatomical aspects and is personalized for each subject prior to each measurement. The method was validated by measuring knee flexion-extension angles of eight subjects, walking at three different speeds, and comparing the results with a reference motion measurement system. The results are very close to those of the reference system presenting very small errors (rms = 1.3, mean = 0.2, SD = 1.1 deg) and excellent correlation coefficients (0.997). The algorithm is able to provide joint angles in real-time, and ready for use in gait analysis. Technically, the system is portable, easily mountable, and can be used for long term monitoring without hindrance to natural activities.
引用
收藏
页码:1478 / 1484
页数:7
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