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使用移动设备进行的十米步行测试:一个包含加速度计、磁力计和陀螺仪的数据集。

Ten meter walk test with mobile devices: A dataset with accelerometer, magnetometer, and gyroscope.

作者信息

Gabriel Cristiana Lopes, Pires Ivan Miguel, Gonçalves Norberto Jorge, Coelho Paulo Jorge, Zdravevski Eftim, Lameski Petre, Albuquerque Carlos, Garcia Nuno M, Carreto Carlos

机构信息

Research Unit for Inland Development, Polytechnic of Guarda, Guarda, Portugal.

Instituto de Telecomunicações, Escola Superior de Tecnologia e Gestão de Águeda, Universidade de Aveiro, Águeda, Portugal.

出版信息

Data Brief. 2023 Dec 1;52:109867. doi: 10.1016/j.dib.2023.109867. eCollection 2024 Feb.

DOI:10.1016/j.dib.2023.109867
PMID:38146301
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10749228/
Abstract

This paper presents a dataset related to the performance of the Ten Meter Walking Test, a test to allow locomotor capacity in different research and clinical settings. One of the most important parameters to measure is the gait speed during a path of ten meters. The data available in this dataset consists of accelerometer, magnetometer, and gyroscope data acquired with a mobile device in a waistband. The experiments were performed two times by 109 individuals (30 males and 79 females) in different senior residences in the Fundão municipality (Portugal). The dataset includes 208 samples because the sensors reported some failures. The acquisition of the sensors data allows the creation of a technological method for the automatic measurement of features related to the Ten Meter Walk Test, promoting patient independence in measuring their physical health status.

摘要

本文展示了一个与十米步行测试性能相关的数据集,该测试用于在不同研究和临床环境中评估运动能力。要测量的最重要参数之一是十米路径中的步态速度。此数据集中的可用数据包括通过腰带式移动设备采集的加速度计、磁力计和陀螺仪数据。109名个体(30名男性和79名女性)在葡萄牙丰当市的不同老年住宅中进行了两次实验。由于传感器报告了一些故障,该数据集包含208个样本。传感器数据的采集有助于创建一种自动测量与十米步行测试相关特征的技术方法,提高患者在测量自身身体健康状况方面的自主性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/c06bc67104ac/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/fe6f92fad8e9/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/c09cd4792c6a/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/477a13522c76/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/c976e9a70b0e/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/c06bc67104ac/gr5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/fe6f92fad8e9/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/c09cd4792c6a/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/477a13522c76/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/c976e9a70b0e/gr4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b10/10749228/c06bc67104ac/gr5.jpg

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