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Estimation of time-varying human arm stiffness using electromyogram signal

机译:使用肌电信号估计人手臂的时变刚度

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Human arm stiffness is important in movement stability in unstable or novel environments. Therefore measurement of the arm stiffness is necessary to study on control mechanisms involved in stabilization and adaptation to environments dynamics. Previous techniques, did not measure time-varying stiffness explicitly. Here we introduce a novel method to estimate arm stiffness using EMG signals. In this method, muscles activation levels are related to joints torques and stiffness. We derived analytical relations to calculate arm stiffness using joints dynamics. This method was used to find arm stiffness profile in 12 subjects, before a reaching movement task. Results imply that this method can be used to find time-varying profile of the arm stiffness.
机译:在不稳定或新颖的环境中,人的手臂刚度对于运动稳定性很重要。因此,测量手臂刚度对于研究涉及稳定和适应环境动力学的控制机制是必要的。先前的技术并未明确测量时变刚度。在这里,我们介绍一种使用EMG信号估算手臂刚度的新颖方法。在这种方法中,肌肉的激活水平与关节的扭矩和刚度有关。我们推导了解析关系,以使用关节动力学来计算手臂刚度。在达到运动任务之前,此方法用于查找12位受试者的手臂僵硬状况。结果表明,该方法可用于找到手臂刚度的时变轮廓。

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