首页> 外文会议>Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE >Real time estimation of time-varying human multijoint arm viscoelasticity during movements
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Real time estimation of time-varying human multijoint arm viscoelasticity during movements

机译:运动过程中时变人多关节手臂粘弹性的实时估计

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The mechanical impedance of the human arm has an essential role in dexterous arm control. We have developed a real time estimation method of time-varying human multijoint arm viscoelasticity during movements. By using pre-estimated arm structural parameters which are independent of arm posture, the number of estimates was reduced. To extract positional shift caused by a pseudo-random perturbation during movement, a linear band-pass filter was applied. Time-varying multijoint viscoelastic parameters were then estimated by using a recursive least-square algorithm with a forgetting factor. This method enable us to observe viscoelastic change in a single trial, and to offer the real time feedback of viscoelasticity to a subject.
机译:人体手臂的机械阻抗在手臂的灵巧控制中起着至关重要的作用。我们已经开发出一种实时估计运动过程中人多关节手臂粘弹性的实时方法。通过使用独立于手臂姿势的预先估计的手臂结构参数,减少了估计数量。为了提取运动过程中由伪随机扰动引起的位置偏移,应用了线性带通滤波器。然后使用具有遗忘因子的递归最小二乘算法估算时变多关节粘弹性参数。这种方法使我们能够在一次试验中观察粘弹性变化,并向受试者提供粘弹性的实时反馈。

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