Ten meter walk test with mobile devices: A dataset with accelerometer, magnetometer, and gyroscope
Тест ходьбы на десять метров с использованием мобильных устройств: набор данных акселерометра, магнитометра и гироскопа
2023-12-01
SCID: 54.1/dteee27f
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Ten Meter Walk Testgait speedinertial measurement datalocomotor capacitymobile device sensors
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Abstract (AI)
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.
Key Findings
1
Data were acquired from 109 individuals—30 males and 79 females—in senior residences in Fundão, Portugal.
2
Participants performed the experiments twice, producing 208 usable samples after sensor failures were excluded.
3
The dataset contains accelerometer, magnetometer, and gyroscope recordings collected from a mobile device worn in a waistband.
4
The dataset supports development of technological methods that could enable more independent monitoring of physical health status.
5
The paper introduces a dataset for the Ten Meter Walk Test, focused on automatically measuring gait-related features and walking speed.
Research Object
Ten Meter Walking Test gait data from older individuals, acquired using waistband-mounted mobile-device accelerometer, magnetometer, and gyroscope sensors
Research Subject
Gait speed and other locomotor-capacity features measured during the Ten Meter Walking Test for automatic assessment of physical health status
Publication Details
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2023-12-01
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