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A simulation-based heuristic solution procedure for analyzing human postural balance

机译:基于仿真的启发式求解程序,用于分析人体姿势平衡

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摘要

Human postural movements can be simulated by a biomechanical model. Biomechanical models, however, involve differential equations and do not admit conventional optimization techniques for solution. Introducing the notion of dynamic grid-sizing, this paper presents an easy-to-implement simulation-based heuristic procedure for solving biomechanical models. We adopt the four-segment sagittal model for human postural analysis from [Iqbal K, Pai YC (2000) Predicted region of stability for balance recovery: motion at the knee joint can improve termination of forward movement. J Biomech 33:1,619-1,627] for illustration and solve it to predict a region of stability for the model. The size and the feasibility of the stability region predicted by the proposed scheme in comparison with results reported in (Iqbal K, Pai YC (2000) Predicted region of stability for balance recovery: motion at the knee joint can improve termination of forward movement. J Biomech 33:1,619-1,627) demonstrate that the proposed scheme is fairly efficient and effective and further suggest its practical usage in analyzing human postural balance.
机译:人体姿势运动可以通过生物力学模型来模拟。然而,生物力学模型涉及微分方程,并且不允许采用传统的优化技术求解。在介绍动态网格大小的概念时,本文提出了一种基于仿真的易于实现的启发式方法来求解生物力学模型。我们从[Iqbal K,Pai YC(2000)预测平衡的稳定性区域:膝关节的运动可以改善向前运动的终止。 J Biomech 33:1,619-1,627]进行说明,并对其进行求解以预测模型的稳定区域。与(Iqbal K,Pai YC(2000)平衡恢复的预测稳定区域:膝关节运动可以改善向前运动的终止。 Biomech 33:1,619-1,627)证明了该方案是相当有效的,并且进一步建议了该方案在分析人体姿势平衡方面的实际应用。

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