基于足部轨迹的人体步态模型识别方法

I. Bzhikhatlov, V. Gromov, A. Pyrkin
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引用次数: 0

摘要

步态参数的识别是评估助行装置使用情况和双足机器人稳定性的重要任务之一。提出了一种利用足部运动轨迹估计模型参数的方法。该方法仅使用捕获数据的足坐标,具有快速估计的特点。仿真和实验结果表明了该方法的有效性,并与另一种知名方法进行了比较。采用数据预处理的方法使运动捕获的数据适合于估计。该模型估计的参数可用于辅助装置使用情况下的步行机器人稳定性和人类步行的估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Human Gait Model Identification Approach Based on Foot Trajectory
Identification of gait parameters is one of the most important tasks allowing to estimate stability of walking aid devices usage case and biped robots. The estimation approach has been proposed and used to estimate model parameters using the foot trajectory. This method uses only foot coordinates of captured data and shows fast estimation. Efficiency of proposed approach is demonstrated by simulation as well as experimental results in comparison with another well-known method. An approach of the data preprocessing is applied to make motion captured data suitable for estimation. Estimated parameters of the model could be applied to estimation of walking robots stability and human walking in case of aid devices usage.
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