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treadmill 到地面的标记轨迹映射,用于 treadmill 基础的连续步态分析。

Treadmill-to-Overground Mapping of Marker Trajectory for Treadmill-Based Continuous Gait Analysis.

机构信息

Inertial Motion Capture Lab, School of ICT, Robotics & Mechanical Engineering, Hankyong National University, 327 Jungang-ro, Anseong 17579, Gyeonggi, Korea.

出版信息

Sensors (Basel). 2021 Jan 25;21(3):786. doi: 10.3390/s21030786.

Abstract

A treadmill was used to perform continuous walking tests in a limited space that can be covered by marker-based optical motion capture systems. Most treadmill-based gait data are analyzed based on gait cycle percentage. However, achieving continuous walking motion trajectories over time without time normalization is often required, even if tests are performed under treadmill walking conditions. This study presents a treadmill-to-overground mapping method of optical marker trajectories for treadmill-based continuous gait analysis, by adopting a simple concept of virtual origin. The position vector from the backward moving virtual origin to a targeted marker within a limited walking volume is the same as the position vector from the fixed origin to the forward moving marker over the ground. With the proposed method, it is possible (i) to observe the change in physical quantity visually during the treadmill walking, and (ii) to obtain overground-mapped gait data for evaluating the accuracy of the inertial-measurement-unit-based trajectory estimation. The accuracy of the proposed method was verified from various treadmill walking tests, which showed that the total travel displacement error rate was 0.32% on average.

摘要

跑步机可用于在有限的空间内进行连续行走测试,该空间可以被基于标记的光学运动捕捉系统覆盖。大多数基于跑步机的步态数据都是基于步态周期百分比进行分析的。然而,即使在跑步机行走条件下进行测试,通常也需要实现随时间推移的连续行走运动轨迹,而无需时间归一化。本研究提出了一种跑步机到地面的光学标记轨迹映射方法,用于基于跑步机的连续步态分析,采用了虚拟原点的简单概念。从向后移动的虚拟原点到有限行走体积内目标标记的位置向量与从固定原点到地面上向前移动标记的位置向量相同。通过使用所提出的方法,可以(i)在跑步机行走期间直观地观察物理量的变化,以及(ii)获得地面映射步态数据,以评估基于惯性测量单元的轨迹估计的准确性。从各种跑步机行走测试中验证了所提出方法的准确性,结果表明平均总行程位移误差率为 0.32%。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91c3/7866024/c840fc61cc2b/sensors-21-00786-g001.jpg

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