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Obstacle Avoidance and a Perturbation Sensitivity Model for Motor Planning

机译:运动计划的避障和扰动敏感度模型

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摘要

A novel obstacle avoidance paradigm was used to investigate the planning of human reaching movements. We explored whether the CNS plans arm movements based entirely on the visual space kinematics of the movements, or whether the planning process incorporates specific details of the biomechanical plant to optimize the trajectory plan. Participants reached around an obstacle, the tip of which remained fixed in space throughout the experiment. When the obstacle and the start and target locations were rotated about the tip of the obstacle, the visually specified task constraints retained a rotational symmetry. If movements are planned in visual space, as indicated from a variety of studies on planar point-to-point movements, the resulting trajectories should also be rotationally symmetric across trials. However, systematic variations in movement path were observed as the orientation of the obstacle was changed. These path asymmetries can be accounted for by a class of models in which the planner reduces the likelihood of collision with the obstacle by taking into account the anisotropic sensitivity of the arm to external perturbations or uncertainty in joint level control or proprioception. The model that best matches the experimental results uses planning criteria based on the inertial properties of the arm.
机译:一种新颖的避障范例用于研究人类伸手动作的计划。我们探讨了中枢神经系统是否完全根据视觉空间运动学来计划手臂的动作,或者计划过程是否结合了生物力学工厂的特定细节来优化轨迹计划。参加者到达障碍物周围,在整个实验过程中,障碍物的尖端一直固定在太空中。当障碍物以及起点和目标位置绕障碍物的尖端旋转时,视觉指定的任务约束条件保持旋转对称。如果在视觉空间中计划运动,如有关平面点对点运动的各种研究所表明的那样,则在所有试验中得到的轨迹也应该是旋转对称的。然而,随着障碍物方向的改变,观察到运动路径的系统变化。这些路径不对称性可以通过一类模型来解决,其中计划者可以通过考虑手臂对外部摄动的各向异性敏感性或关节水平控制或本体感觉的不确定性来减少与障碍物碰撞的可能性。最符合实验结果的模型使用基于手臂惯性特性的计划标准。

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