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CORRECTION OF MOTION CAPTURE DATA WITH RESPECT TO KINEMATIC DATA CONSISTENCY FOR INVERSE DYNAMIC ANALYSIS

机译:相对于运动学数据一致性校正运动捕捉数据以进行逆向动力学分析

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摘要

Inverse dynamics analysis of human motion requires that the trajectories of the selected anatomical points are known. Therefore, standard motion capture technique by tracking marker points is generally used to obtain the trajectories. The tracking process, however, introduces high-frequency noise into the trajectories and the measured data can not be used directly to proceed in the inverse dynamic analysis. A mechanical system is consistent with kinematic data if the constraint equations of position and their time derivatives are satisfied by any parameters contained in the data set. Spurious reaction forces result from violations of the constraint equations using non consistent data. Therefore, a method is applied in this paper, whereby a new set of trajectories is generated by performing a projection of the observed positions, velocities and accelerations onto the corresponding constraint manifold to ensure the consistency of the data mentioned above. Finally, the kinematics of the system is described with the corrected data set.
机译:人体运动的逆动力学分析要求选定解剖点的轨迹是已知的。因此,通常使用通过跟踪标记点的标准运动捕获技术来获得轨迹。然而,跟踪过程将高频噪声引入到轨迹中,并且不能直接使用测量数据进行逆动态分析。如果位置约束方程及其时间导数由数据集中包含的任何参数满足,则机械系统与运动学数据一致。伪反作用力是由于使用不一致的数据违反约束方程式而导致的。因此,本文采用了一种方法,通过对观测到的位置,速度和加速度进行投影到相应的约束流形上来生成一组新的轨迹,以确保上述数据的一致性。最后,使用校正后的数据集描述系统的运动学。

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