遇见数据集

Smartwatch gait dataset in normal, upstairs and downstairs conditions

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NIAID Data Ecosystem2026-05-02 收录
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Movement data was collected through smartwatches to monitor gait conditions in healthy subjects. The dataset collected for this study consists of triaxial accelerometer and triaxial gyroscope data from 24 subjects when performing a set of gait activities while wearing a smartwatch in their preferred wrist. Each participant performed each activity once: normal gait, upstairs gait and downstairs gait. So, considering that there were 24 participants, 3 different activities and each activity performed once, a total of 72 data files were obtained. Data was collected using a sample rate of 50Hz. Acceleration is expressed in m/s^2 and gyroscope data in rad/s. Check the “BioCliTeE_Smartwatch_dataset_gait_up_down_README.txt" file for details about this dataset. Funding: This research was funded by the following projects: (1) Proyectos de Generación de Conocimiento 2021. PID2021-123708OB-I00, funded by MCIN/AEI/10.13039/ 501100011033/ FEDER, EU

本数据集通过智能手表(smartwatch)采集运动数据,用于监测健康受试者的步态状况。 本研究采集的数据集包含24名受试者在惯用佩戴腕部佩戴智能手表、完成一系列步态活动时的三轴加速度计(triaxial accelerometer)与三轴陀螺仪(triaxial gyroscope)数据。每名受试者完成每项活动各一次:常规步态、上楼步态与下楼步态。鉴于共有24名受试者、3种不同活动且每项活动仅执行一次,最终共获得72份数据文件。 数据采集采用50Hz的采样率。加速度数据以m/s²为单位,陀螺仪数据以rad/s为单位。 有关本数据集的详细信息,请参阅"BioCliTeE_Smartwatch_dataset_gait_up_down_README.txt"文件。 资助说明: 本研究由以下项目资助: 1. 2021年度知识生成项目(Proyectos de Generación de Conocimiento 2021),编号PID2021-123708OB-I00,由MCIN/AEI/10.13039/501100011033/FEDER, EU资助。

创建时间:
2025-01-10
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