A new optimal control model for reproducing two-point reaching movements of human three-joint arm with wrist joint's freezing mechanism

T. Matsui
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引用次数: 6

Abstract

A new optimal control model of human arms has been developed to simulate two-point reaching movement characteristics for human three-joint arms (shoulder, elbow, and wrist joints) and its fundamental performance has been clarified. The new model is formulated by extending the previous two-joint modified minimum torque-change model to a three-joint model with a freezing mechanism in its wrist joint and incorporating three kinds of energy costs into the previous model's evaluation function. The freezing mechanism is modeled as a feedback controller to simulate the muscle dynamics contracting agonists and antagonists together. Consequently, it was clarified that the wrist joint's freezing mechanism and the minimization of the moment power of joints or the energy consumed by viscosity resistance were important to reproduce two-point reaching movement characteristics for human three-joint arms. This suggests that the new model with the freezing mechanism in its wrist joint functions effectively as a model of the human three-joint arm control mechanism and that the energy optimization can involve the trajectory planning of two-point reaching movements.
基于腕部关节冻结机制的人体三关节臂两点到达运动的最优控制模型
为了模拟人体三关节臂(肩、肘、腕关节)的两点到达运动特性,建立了一种新的人体手臂最优控制模型,并阐明了该模型的基本性能。将原有的两关节修正最小转矩变化模型扩展为腕部有冻结机制的三关节模型,并将三种能量成本纳入原有模型的评价函数,从而建立了新的模型。冻结机制建模为反馈控制器,以模拟肌肉动力学收缩激动剂和拮抗剂。因此,明确了腕部关节的冻结机制和关节力矩功率最小化或粘滞阻力消耗的能量对于再现人类三关节手臂两点到达运动特性是重要的。这表明腕部关节冻结机制的新模型可以有效地作为人体三关节手臂控制机构的模型,并且能量优化可以涉及两点到达运动的轨迹规划。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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