自然变化可以增加人类步行代谢成本,并对基于模拟的代谢估计产生影响
Aya Alwan1,2, Manoj Srinivasan1,3
1Mechanical and Aerospace Engineering, The Ohio State University, Columbus, OH 43210, USA.
Journal of the Royal Society, Interface
|November 4, 2025
概括
人类行走的步骤到步骤的变化增加了代谢成本. 在模拟中忽视这种变异性会导致不准确的代谢成本估计,强调需要准确的建模.
科学领域:
- 生物力学 生物力学
- 人类的机动运动.
- 代谢成本分析的代谢成本分析.
背景情况:
- 人类的步行表现出自然的步步变化.
- 这种变化可能源于感觉/运动噪声或运动学习.
- 当前的模型可能会错误地估计代谢成本,因为它忽略了这种变化.
研究的目的:
- 量化代谢估计错误,因为忽视了步骤到步骤的变化.
- 为了比较变量与周期性行走的代谢成本.
- 通过简化模型研究噪音对代谢成本的影响.
主要方法:
- 使用人类行走数据和肌肉骨模型.
- 多个步骤的代谢成本与完美的周期平均步骤的比较.
- 采用反控制的倒置摆形模型来模拟噪音效应.
主要成果:
- 平均进步低估了~2.5%的代谢成本.
- 随机步骤估计显示出高达15%的误差.
- 悬摆模型中的感觉/运动噪声增加增加了代谢成本和可变性.
结论:
- 步骤对步骤的变化显著影响了代谢成本估计.
- 准确的行走变量的建模对于精确的代谢成本评估至关重要.
- 未来的研究应该将可变性纳入生物力学模拟中.
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