低成本惯性传感器在人体运动分析中的应用

Lu Bai, M. Pepper, Y. Yana, S. Spurgeon, M. Sakel
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引用次数: 23

摘要

本文提出了利用低成本惯性传感器进行人体运动分析的可行性。Xsens MTx传感器被用作与索尼Move和任天堂Wii(带有Wii MotionPlus的Wii Remote)进行比较的标准。通过测量上肢运动范围和位置跟踪进行了初步测试。利用运动学建模的初步测量表明,MTx的静态角度精度为0.3°,可以测量10 cm的运动,误差小于0.05 cm。低成本的惯性传感器能够测量肘关节弯曲运动的范围,其典型范围为150°,误差不大于1°,索尼Move可以跟踪10厘米的运动,误差小于0.2厘米。为了跟踪位置,系统必须包括三轴加速度计、速率陀螺仪和磁力计。索尼Move满足了这一要求。结果是Wii可以用于测量上肢的运动范围,Move可以用于运动范围和基于运动学模型的位置跟踪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of low cost inertial sensors to human motion analysis
In this paper the feasibility of utilizing low cost inertial sensors for human motion analysis is presented. The Xsens MTx sensor is used as the standard for comparison with the Sony Move and the Nintendo Wii (Wii Remote with Wii MotionPlus). Initial tests have been carried out by measuring upper limb range of motion and position tracking. Initial measurements utilizing kinematic modeling indicates that the MTx, whose static angle accuracy is 0.3°, can measure a movement of 10 cm with an error less than 0.05 cm. The low cost inertial sensors are capable of measuring the range of elbow flexion motion whose typical range is 150° with an error no greater than 1° and the Sony Move can track movement of 10 cm with an error less than 0.2 cm. In order to track position the system must include tri-axial accelerometers, rate gyros and magnetometers. This requirement is met by the Sony Move. The outcome is that Wii can be used for measuring upper limb range of motion and the Move for range of motion and position tracking based on the kinematic model.
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