在人类三关节手臂运动中复制指尖轨迹和手臂姿势的计算模型:最小肌肉应力变化模型
1Department of Human and Artificial Intelligent Systems, Graduate School of Engineering, University of Fukui, 3-9-1, Bunkyo, Fukui-shi, Fukui, 910-8507, Japan. kata@u-fukui.ac.jp.
Biological cybernetics
|August 26, 2025
概括
一个新的最小肌肉压力变化模型准确地预测人类的手臂运动, 包括手腕旋转. 与以前的方法相比,这种计算模型提供了更强大的运动控制理解.
科学领域:
- 生物力学
- 神经科学
- 机器人技术
背景情况:
- 人类手臂运动的现有计算模型主要集中在双关节 (肩膀,肘部) 运动上.
- 很少有模型包含肌肉骨系统的复杂性来预测运动.
研究的目的:
- 评估一个最小的肌肉应力变化模型,用于预测三关节手臂运动中的手指尖轨迹和手臂姿势.
- 将模型的性能与最小角度冲动和最小扭矩变化模型进行比较.
主要方法:
- 使用肌肉骨模型的三关节手臂与八个肌肉.
- 进行优化计算以确定最佳的手臂运动.
- 评估指尖轨迹和手臂姿势的模型准确性.
主要成果:
- 最小的肌肉压力变化模型准确地复制了指尖轨迹和手臂姿势.
- 该模型的性能与最小角冲动和最小扭矩变化模型相比或优于它们.
- 最小的肌肉压力变化模型表明对关节粘度,肌肉特性和动力臂的依赖性很低.
结论:
- 最小的肌肉压力变化模型是理解人类手臂运动计算原理的有希望的方法.
- 与基于扭矩的模型相比,这种模型在不同的生理条件下提供了更高的稳定性和准确性.
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