用于健康年轻人步态评估的可穿戴惯性传感器系统的可靠性和有效性

Ying Hou, Shujia Wang, Jinping Li, Sana Komal, Ke Li
{"title":"用于健康年轻人步态评估的可穿戴惯性传感器系统的可靠性和有效性","authors":"Ying Hou, Shujia Wang, Jinping Li, Sana Komal, Ke Li","doi":"10.1109/CISP-BMEI53629.2021.9624463","DOIUrl":null,"url":null,"abstract":"Wearable inertial sensors are considered to be low cost, portable and user-friendly for gait assessment. But relatively little is known about their reliability and validity compared with the other well-established, sophisticated techniques. This study aimed to determine the reliability and validity of an inertial sensor system (APDM Mobility Lab). A total of 20 participants were commanded to take a 10-m walk at their self-selected speeds. A series of gait parameters were collected and analyzed by this wearable gait analysis system and a three-dimension (3-D) motion analysis system simultaneously. The reliability of APDM system was evaluated using interclass correlation coefficient (ICC). The Pearson correlation analysis was used to evaluate the relations of spatiotemporal parameters from the two systems. Furthermore, Bland-Altman analysis was applied to evaluate the validity of APDM system. Results showed that the inertial sensor system of APDM Mobility Lab demonstrated excellent reliability $(\\text{ICC}=0.905-0.991)$. The parameters analyzed by APDM system and 3-D motion capture system showed moderate to high correlations for stride length, mean velocity and cadence $(\\mathrm{r}= 0.551-0.875)$. Moreover, Bland-Altman analysis demonstrated that the bias of all parameters approached to zero, particularly for the stride time, stride length and mean velocity. The wearable inertial sensor-based system used in this study is a comparatively reliable and valid tool for spatiotemporal gait assessment in healthy adults.","PeriodicalId":131256,"journal":{"name":"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Reliability and Validity of a Wearable Inertial Sensor System for Gait Assessment in Healthy Young Adults\",\"authors\":\"Ying Hou, Shujia Wang, Jinping Li, Sana Komal, Ke Li\",\"doi\":\"10.1109/CISP-BMEI53629.2021.9624463\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Wearable inertial sensors are considered to be low cost, portable and user-friendly for gait assessment. But relatively little is known about their reliability and validity compared with the other well-established, sophisticated techniques. This study aimed to determine the reliability and validity of an inertial sensor system (APDM Mobility Lab). A total of 20 participants were commanded to take a 10-m walk at their self-selected speeds. A series of gait parameters were collected and analyzed by this wearable gait analysis system and a three-dimension (3-D) motion analysis system simultaneously. The reliability of APDM system was evaluated using interclass correlation coefficient (ICC). The Pearson correlation analysis was used to evaluate the relations of spatiotemporal parameters from the two systems. Furthermore, Bland-Altman analysis was applied to evaluate the validity of APDM system. Results showed that the inertial sensor system of APDM Mobility Lab demonstrated excellent reliability $(\\\\text{ICC}=0.905-0.991)$. The parameters analyzed by APDM system and 3-D motion capture system showed moderate to high correlations for stride length, mean velocity and cadence $(\\\\mathrm{r}= 0.551-0.875)$. Moreover, Bland-Altman analysis demonstrated that the bias of all parameters approached to zero, particularly for the stride time, stride length and mean velocity. The wearable inertial sensor-based system used in this study is a comparatively reliable and valid tool for spatiotemporal gait assessment in healthy adults.\",\"PeriodicalId\":131256,\"journal\":{\"name\":\"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)\",\"volume\":\"5 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CISP-BMEI53629.2021.9624463\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CISP-BMEI53629.2021.9624463","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

可穿戴惯性传感器被认为是低成本、便携和用户友好的步态评估。但是与其他成熟的、复杂的技术相比,人们对它们的可靠性和有效性知之甚少。本研究旨在确定惯性传感器系统的可靠性和有效性(APDM Mobility Lab)。总共有20名参与者被要求以自己选择的速度步行10米。该可穿戴步态分析系统与三维运动分析系统同时采集和分析了一系列步态参数。采用类间相关系数(ICC)评价了APDM系统的可靠性。采用Pearson相关分析对两个系统的时空参数之间的关系进行评价。运用Bland-Altman分析对APDM系统的有效性进行评价。结果表明,APDM移动实验室惯性传感器系统具有良好的可靠性$(\text{ICC}=0.905-0.991)$。APDM系统和三维运动捕捉系统分析的参数显示步幅、平均速度和步幅$(\ mathm {r}= 0.551-0.875)$具有中高相关性。此外,Bland-Altman分析表明,所有参数的偏差都接近于零,特别是步幅时间、步幅长度和平均速度。本研究采用的基于可穿戴惯性传感器的系统是一种相对可靠和有效的健康成人时空步态评估工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reliability and Validity of a Wearable Inertial Sensor System for Gait Assessment in Healthy Young Adults
Wearable inertial sensors are considered to be low cost, portable and user-friendly for gait assessment. But relatively little is known about their reliability and validity compared with the other well-established, sophisticated techniques. This study aimed to determine the reliability and validity of an inertial sensor system (APDM Mobility Lab). A total of 20 participants were commanded to take a 10-m walk at their self-selected speeds. A series of gait parameters were collected and analyzed by this wearable gait analysis system and a three-dimension (3-D) motion analysis system simultaneously. The reliability of APDM system was evaluated using interclass correlation coefficient (ICC). The Pearson correlation analysis was used to evaluate the relations of spatiotemporal parameters from the two systems. Furthermore, Bland-Altman analysis was applied to evaluate the validity of APDM system. Results showed that the inertial sensor system of APDM Mobility Lab demonstrated excellent reliability $(\text{ICC}=0.905-0.991)$. The parameters analyzed by APDM system and 3-D motion capture system showed moderate to high correlations for stride length, mean velocity and cadence $(\mathrm{r}= 0.551-0.875)$. Moreover, Bland-Altman analysis demonstrated that the bias of all parameters approached to zero, particularly for the stride time, stride length and mean velocity. The wearable inertial sensor-based system used in this study is a comparatively reliable and valid tool for spatiotemporal gait assessment in healthy adults.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信