{"title":"A minimalist wireless instrumented shoe design to measure foot clearance in human gait","authors":"Jin Yuan Koay, Darwin Gouwanda","doi":"10.1016/j.measurement.2025.117605","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":18349,"journal":{"name":"Measurement","volume":"253 ","pages":"Article 117605"},"PeriodicalIF":5.2000,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Measurement","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0263224125009649","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
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.
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.