Biomechanics Laboratory, Faculty of Human Kinetics, Technical University of Lisbon, Estrada da Costa, 1495-688 Cruz Quebrada, Portugal.
J Biomech. 2011 Feb 24;44(4):774-9. doi: 10.1016/j.jbiomech.2010.10.041. Epub 2010 Nov 19.
Researchers have reported on the stiffness of running in holistic terms, i.e. for the structures that are undergoing deformation as a whole rather than in terms of specific locations. This study aimed to estimate both the natural frequency and the viscous damping coefficient of the human foot-surface cushion, during the period between the heel strike and the mid-stance phase of running, using a purposely developed one degree-of-freedom inverted pendulum state space model of the leg. The model, which was validated via a comparison of measured and estimated ground reaction forces, incorporated a novel use of linearized and extended Kalman filter estimators. Investigation of the effect of variation of the natural frequency and/or the damping of the cushioning mechanism during running, using the said model, revealed the natural frequency of running on said foot-surface cushion, during the stance phase, to lie between 5 and 11 Hz. The "extended Kalman filter (EKF)" approach, that was used here for the first time to directly apply measured ground forces, may be widely applicable to the identification process of combined estimation of both unknown physiological state and mechanical characteristics of the environment in an inverse dynamic model.
研究人员已经从整体的角度报告了跑步的僵硬程度,即针对整体发生变形的结构,而不是针对特定位置。本研究旨在使用专门开发的腿部单自由度倒立摆状态空间模型,在脚跟触地到跑步的中间阶段期间,估算人脚-面缓冲垫的固有频率和粘性阻尼系数。该模型通过比较测量和估计的地面反作用力进行了验证,采用了线性化和扩展卡尔曼滤波器估计器的新颖用途。使用所述模型研究在跑步过程中缓冲机制的固有频率和/或阻尼的变化对跑步的影响,揭示了在所述脚-面缓冲垫上跑步的固有频率在所述站立阶段介于 5 到 11 Hz 之间。这里首次用于直接应用测量地面力的“扩展卡尔曼滤波器(EKF)”方法,可能广泛适用于在逆动力学模型中对未知生理状态和环境机械特性的组合估计的识别过程。