在平衡恢复期间,膝关节的扭矩调节机制
Guangfu Wan1, Peilin Wang1, Yunyun Han2
1State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China.
Computers in biology and medicine
|April 28, 2024
概括
这项研究揭示了膝关节如何使用简化的线性模型调节扭矩来控制平衡. 它显示了一个特定方向的战略,具有可适应的反收益,有助于平衡恢复.
科学领域:
- 生物力学 生物力学
- 人类运动控制器
- 机器人技术 机器人技术 机器人技术
背景情况:
- 人的关节扭矩调节对于平衡控制和人机交互至关重要.
- 膝关节在平衡恢复中的作用在生物力学模型中经常被低估.
- 现有的模型难以捕捉膝关节扭矩调制,因为它的运动范围有限.
研究的目的:
- 为膝关节扭矩调节开发一个简化的线性反模型.
- 为了研究在平衡恢复过程中膝关节的扭矩调节机制.
- 为了验证模型使用从平衡扰乱的实验数据.
主要方法:
- 开发了一种简化的线性反模型,其灵感来源于传感运动转换理论.
- 使用来自支-表面转换扰动的实验数据验证了模型.
- 通过R平方和根平均平方误差 (RMSE) 度量来评估模型性能.
主要成果:
- 该模型表现出强大的解释能力 (R平方:0.770.90) 和低误差 (RMSE:0.0350.072).
- 膝盖扭矩调制遵循一个特定方向的策略.
- 根据扰乱条件,反收益是可适应的.
结论:
- 简化的线性模型有效地捕捉到平衡恢复期间的膝关节扭矩调制.
- 这些发现提供了关于平衡控制背后的感觉运动机制的见解.
- 该模型可以为平衡支持的辅助系统的开发提供信息.
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