行走过程中的质心加速度:IMU和基于摄像机的运动捕捉方法的比较。

IF 3.4 Q2 ENGINEERING, BIOMEDICAL
Wearable technologies Pub Date : 2024-11-22 eCollection Date: 2024-01-01 DOI:10.1017/wtc.2024.12
Jasmine Y Liang, Li-Shan Chou
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引用次数: 0

摘要

在第5腰椎(L5)放置惯性测量单元(IMU)是一种常用的评估步行时全身质心(CoM)运动的方法。然而,这种固定位置的方法并没有考虑到体段位置的瞬时变化会改变CoM。因此,本研究旨在评估这两种方法获得的CoM加速度之间的一致性。基于放置在骨骼地标上的49个标记的轨迹数据计算CoM位置,并使用有限差分算法计算其加速度。同时,将IMU放置在L5(代理CoM位置)处获得加速度。数据收集自16名参与者。使用Bland-Altman一致极限和统计参数映射方法来检查在步态周期中直接从IMU获得的加速度与从L5标记(ML5)和全身CoM的位置数据获得的加速度之间的相似性和差异性。IMU与CoM之间的相关性中等(r = 0.58), IMU与ML5或CoM与ML5之间的相关性较强(r = 0.76)。CoM和ML5以及CoM和IMU在早期加载响应、中位和终位与预摆时沿正位和中外侧方向的加速度的大小存在显著差异。对单个IMU和基于摄像机的运动捕捉系统获取的CoM加速度之间的相似或差异的全面理解,可以进一步促进用于人体运动分析的可穿戴传感器技术的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Center of mass acceleration during walking: comparison between IMU and camera-based motion capture methodologies.

Placing an inertial measurement unit (IMU) at the 5th lumbar vertebra (L5) is a frequently employed method to assess the whole-body center of mass (CoM) motion during walking. However, such a fixed position approach does not account for instantaneous changes in body segment positions that change the CoM. Therefore, this study aimed to assess the congruence between CoM accelerations obtained from these two methods. The CoM positions were calculated based on trajectory data from 49 markers placed on bony landmarks, and its accelerations were computed using the finite-difference algorithm. Concurrently, accelerations were obtained with an IMU placed at L5, a proxy CoM position. Data were collected from 16 participants. Bland-Altman Limits of Agreement and Statistical Parametric Mapping approaches were used to examine the similarity and differences between accelerations directly obtained from the IMU and those derived from position data of the L5 marker (ML5) and whole-body CoM during a gait cycle. The correlation was moderate between IMU and CoM accelerations (r = 0.58) and was strong between IMU and ML5 or between CoM and ML5 accelerations (r = 0.76). There were significant differences in magnitudes between CoM and ML5 and between CoM and IMU accelerations along the anteroposterior and mediolateral directions during the early loading response, mid-stance, and terminal stance to pre-swing. Such comprehensive understanding of the similarity or discrepancy between CoM accelerations acquired by a single IMU and a camera-based motion capture system could further improve the development of wearable sensor technology for human movement analysis.

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CiteScore
5.80
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