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Updated: Sep 19, 2025

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Experimental Methods to Study Human Postural Control
Published on: September 11, 2019
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参数估计的辅助灵敏度方法:适用于倒挂的钟摆和人类站立平衡
Jingtian Chen1, Shaoyi Lu1, Li Zhang1
1State Key Laboratory of Mechanics and Control for Aerospace Structures, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, People's Republic of China.
Journal of the Royal Society, Interface
|June 18, 2025
概括
人类平衡控制是使用时间延迟的比例导数 (PD) 反控制器来建模的. 这项研究确定了关键参数,控制收益和时间延迟,揭示了节能的人类平衡策略.
科学领域:
- 生物机械工程 生物机械工程
- 控制系统理论 控制系统理论
- 人体生理学 人体生理学
背景情况:
- 倒置的摆形是稳定性和控制研究的经典模型.
- 人类站立平衡可以有效地被模拟为一个反转的摆盘,具有时间延迟的比例导数 (PD) 反控制.
- 了解人类平衡控制机制对于生物力学研究至关重要.
研究的目的:
- 通过辅助灵敏度分析方法研究人类平衡控制策略.
- 在人类平衡模型中直接确定系统参数,控制收益和时间延迟.
- 为了验证优化器对具有非平滑动态和时间延迟的系统的准确性.
主要方法:
- 实施一个附加的灵敏度分析方法和一个优化器.
- 数字模拟和实验验证使用物理倒置摆在车辆模型上.
- 从人体平衡数据中识别参数和控制收益.
主要成果:
- 优化器准确地识别系统参数,控制收益和时间延迟.
- 实验结果证实了算法在具有非平滑动态和时间延迟的系统上的性能.
- 人力平衡数据分析表明,时间延迟的PD反控制器有效地代表了人力平衡控制.
结论:
- 时间延迟比例导数 (PD) 反控制器是人类平衡控制的有效模型.
- 人类平衡控制策略倾向于实现最佳控制,尽量减少能源消耗.
- 识别的控制收益位于稳定性图的左下区域,暗示能效.
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