Department of Orthopaedic Surgery, Wake Forest University, Winston-Salem, NC 27157, USA.
J Biomech. 2010 Mar 22;43(5):906-12. doi: 10.1016/j.jbiomech.2009.11.006. Epub 2009 Dec 16.
Various methods have been used to quantify the kinematic variability or stability of the human spine. However, each of these methods evaluates dynamic behavior within the stable region of state space. In contrast, our goal was to determine the extent of the stable region. A 2D mathematical model was developed for a human sitting on an unstable seat apparatus (i.e., the "wobble chair"). Forward dynamic simulations were used to compute trajectories based on the initial state. From these trajectories, a scalar field of trajectory divergence was calculated, specifically a finite time Lyapunov exponent (FTLE) field. Theoretically, ridges of local maxima within this field are expected to partition the state space into regions of qualitatively different behavior. We found that ridges formed at the boundary between regions of stability and failure (i.e., falling). The location of the basin of stability found using the FTLE field matched well with the basin of stability determined by an alternative method. In addition, an equilibrium manifold was found, which describes a set of equilibrium configurations that act as a low dimensional attractor in the controlled system. These simulations are a first step in developing a method to locate state space boundaries for torso stability. Identifying these boundaries may provide a framework for assessing factors that contribute to health risks associated with spinal injury and poor balance recovery (e.g., age, fatigue, load/weight, and distribution). Furthermore, an approach is presented that can be adapted to find state space boundaries in other biomechanical applications.
已经使用了各种方法来量化人体脊柱的运动可变性或稳定性。然而,这些方法中的每一种都在状态空间的稳定区域内评估动态行为。相比之下,我们的目标是确定稳定区域的范围。为坐在不稳定座椅装置(即“摇摆椅”)上的人开发了一个 2D 数学模型。使用正向动力学模拟根据初始状态计算轨迹。从这些轨迹中,计算了轨迹发散的标量场,特别是有限时间李雅普诺夫指数(FTLE)场。理论上,该场中局部最大值的脊线预计会将状态空间划分为具有定性不同行为的区域。我们发现脊线形成于稳定性和失效(即跌倒)区域之间的边界处。使用 FTLE 场找到的稳定盆地的位置与通过另一种方法确定的稳定盆地非常吻合。此外,还发现了平衡流形,它描述了一组平衡配置,这些配置在受控系统中充当低维吸引子。这些模拟是开发一种定位躯干稳定性状态空间边界的方法的第一步。确定这些边界可能为评估与脊柱损伤和平衡恢复不良相关的健康风险因素提供框架(例如年龄、疲劳、负荷/重量和分布)。此外,还提出了一种可以适应在其他生物力学应用中找到状态空间边界的方法。