Wada Yasuhiro, Yamanaka Kazuhiro, Soga Yousuke, Tsuyuki Kimitaka, Kawato Mitsuo
Department of Electrical Engineering, Nagaoka University of Technology, Nagaoka-shi, Japan.
Conf Proc IEEE Eng Med Biol Soc. 2006;2006:1197-200. doi: 10.1109/IEMBS.2006.260818.
The following two characteristics have been well demonstrated concerning the features of a point-to-point human arm movement on a plane. (1) The path is a roughly straight line, but is slightly curved. (2) The velocity profile is bell shaped with a single peak. Several models have been proposed to explain these features. Four criteria for trajectory planning based on optimal principles have been proposed. They are the minimum hand jerk criterion, the minimum angle jerk criterion, the minimum torque change criterion, and the minimum commanded torque change criterion. Trajectories generated by the minimum commanded-torque change model have been shown to correspond well with measured trajectories in a horizontal and sagittal work space. However, previous works had been restricted to trajectories on a two-dimensional plane. Trajectories and final arm postures had not been examined in three-dimensional space. In this paper, we quantitatively discuss predictions based on these criteria for human arm trajectories and arm postures in three-dimensional space. Finally, we report that both measured hand trajectories and arm postures were closest to trajectories and postures predicted by the minimum commanded torque change criterion.
关于平面上点对点人体手臂运动的特征,以下两个特点已得到充分证明。(1)路径大致为直线,但略有弯曲。(2)速度分布呈单峰钟形。已经提出了几种模型来解释这些特征。基于最优原理提出了轨迹规划的四个标准。它们是最小手部急动标准、最小角度急动标准、最小扭矩变化标准和最小指令扭矩变化标准。最小指令扭矩变化模型生成的轨迹已被证明与水平和矢状工作空间中的测量轨迹非常吻合。然而,以前的工作仅限于二维平面上的轨迹。尚未在三维空间中研究轨迹和最终手臂姿势。在本文中,我们定量讨论基于这些标准对三维空间中人体手臂轨迹和手臂姿势的预测。最后,我们报告测量的手部轨迹和手臂姿势都最接近由最小指令扭矩变化标准预测的轨迹和姿势。