多体动力学对运动的优化人类上肢的运动重建使用潜在场方法
Iman Soodmand1, Sven Herrmann2,3,4, Eric Kleist5
1Research Laboratory for Biomechanics and Implant Technology, Department of Orthopaedics, Rostock University Medical Center, Doberaner Straße 142, 18057, Rostock, Germany. Iman.soodmand@med.uni-rostock.de.
Scientific reports
|March 27, 2025
概括
一种新的潜在现场方法从标记数据中高效准确地重建人类运动. 这种使用虚拟弹阻尼器的方法为生物机械分析提供了快速简单的方法.
科学领域:
- 生物力学 生物力学
- 运动学和动力学.
背景情况:
- 运动重建对于人类运动的肌肉骨模拟至关重要.
- 现有的动力学优化方法缺乏计算效率和实现简单性.
- 需要一种一致而快速的方法来从运动捕捉数据中重建关节角度.
研究的目的:
- 引入一种用于前进动态运动重建的新潜力场方法.
- 开发一种计算效率高,易于实施的技术,用于分析人类运动.
- 根据已知的技术,验证拟议方法的准确性和速度.
主要方法:
- 一种潜在的实地方法,利用虚拟弹阻尼器将皮肤标记物连接到细分固定点.
- 解决运动方程以以前向动态的方式重建运动.
- 通过虚拟弹阻尼力,最大限度地降低弹性潜力和标记距离.
主要成果:
- 潜在场方法实现了高计算速度 (每2.5ms).
- 重建的准确性与最小平方法 (RMSE < 0.37mm,1.87°) 相似.
- 软组织人工物得到了良好的补偿 (RMSE < 1.66mm, 3.69°),肩膀和胸关节旋转的重建良好.
结论:
- 拟议的潜在场方法为运动重建提供了计算效率高,准确的解决方案.
- 这种方法在处理软组织工件和重建复杂的关节动力学方面表现出强度.
- 该技术适用于需要可靠和快速的人类运动分析的大规模生物力学分析.
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