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Center of pressure based segment inertial parameters validation

机译:基于压力中心的线段惯性参数验证

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摘要

By proposing efficient methods for estimating Body Segment Inertial Parameters’ (BSIP) estimation and validating them with a force plate, it is possible to improve the inverse dynamic computations that are necessary in multiple research areas. Until today a variety of studies have been conducted to improve BSIP estimation but to our knowledge a real validation has never been completely successful. In this paper, we propose a validation method using both kinematic and kinetic parameters (contact forces) gathered from optical motion capture system and a force plate respectively. To compare BSIPs, we used the measured contact forces (Force plate) as the ground truth, and reconstructed the displacements of the Center of Pressure (COP) using inverse dynamics from two different estimation techniques. Only minor differences were seen when comparing the estimated segment masses. Their influence on the COP computation however is large and the results show very distinguishable patterns of the COP movements. Improving BSIP techniques is crucial and deviation from the estimations can actually result in large errors. This method could be used as a tool to validate BSIP estimation techniques. An advantage of this approach is that it facilitates the comparison between BSIP estimation methods and more specifically it shows the accuracy of those parameters.
机译:通过提出用于估计人体节段惯性参数(BSIP)估计值的有效方法并使用力板进行验证,可以改善在多个研究领域中必需的逆动态计算。直到今天,已经进行了各种研究来改善BSIP估计,但是据我们所知,真正的验证从未完全成功。在本文中,我们提出了一种使用运动学和动力学参数(接触力)分别从光学运动捕获系统和测力板收集的验证方法。为了比较BSIP,我们使用测得的接触力(受力板)作为地面真实情况,并使用来自两种不同估算技术的逆动力学来重建压力中心(COP)的位移。比较估计的段质量时,只看到很小的差异。但是,它们对COP计算的影响很大,结果显示COP运动的模式非常不同。改进BSIP技术至关重要,与估计值的偏离实际上可能导致较大的误差。此方法可以用作验证BSIP估计技术的工具。该方法的优点在于,它便于BSIP估计方法之间的比较,并且更具体地说,它显示了这些参数的准确性。

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