A minimalist wireless instrumented shoe design to measure foot clearance in human gait

IF 5.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Jin Yuan Koay, Darwin Gouwanda
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引用次数: 0

Abstract

Optical motion capture system is commonly used to measure the dynamics of the foot during walking. However, it is expensive and only captures limited gait cycles, restricting its ability for long term gait monitoring. This study proposes an affordable and minimalistic instrumented shoe design that can quantify the characteristics of heel and toe clearances in gait. The shoe was equipped with four laser Time of Flight (ToF) sensors and two Inertial Measurement Units (IMU). The results were compared against the data collected by motion capture system. The instrumented shoe can measure foot clearance with average Root Mean Square Error (RMSE) of 6.48 mm and 11.00 mm for toe and heel clearances. The proposed design is light and compact and it does not alter the wearer’s natural gait. It allows the measurement of foot motion during walking in an open and uncontrolled environment and the risk assessment of trip and fall.
一种极简的无线仪器鞋设计,用于测量人类步态中的足部间隙
光学运动捕捉系统通常用于测量步行过程中足部的动态。然而,它价格昂贵,只能捕获有限的步态周期,限制了其长期步态监测的能力。本研究提出了一种价格合理且简约的仪器鞋设计,可以量化步态中脚跟和脚趾间隙的特征。鞋配备了四个激光飞行时间(ToF)传感器和两个惯性测量单元(IMU)。结果与运动捕捉系统采集的数据进行了比较。仪器鞋可以测量足部间隙,平均均方根误差(RMSE)为6.48 mm和11.00 mm的脚趾和脚跟间隙。该设计轻巧紧凑,不会改变佩戴者的自然步态。它可以测量在开放和不受控制的环境中行走时的足部运动,并评估绊倒和跌倒的风险。
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来源期刊
Measurement
Measurement 工程技术-工程:综合
CiteScore
10.20
自引率
12.50%
发文量
1589
审稿时长
12.1 months
期刊介绍: Contributions are invited on novel achievements in all fields of measurement and instrumentation science and technology. Authors are encouraged to submit novel material, whose ultimate goal is an advancement in the state of the art of: measurement and metrology fundamentals, sensors, measurement instruments, measurement and estimation techniques, measurement data processing and fusion algorithms, evaluation procedures and methodologies for plants and industrial processes, performance analysis of systems, processes and algorithms, mathematical models for measurement-oriented purposes, distributed measurement systems in a connected world.
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