Physical Therapy Exercises
About
This dataset contains wearable inertial and magnetic sensor data during the execution of physical therapy exercises. There are eight types of physical therapy exercises, each of which has three execution types (correct, fast, and low-amplitude). Each execution type of each type of exercise was performed multiple times by five subjects. The subjects wore five MTx sensor units manufactured by XSens. Each unit contains three tri-axial sensors: an accelerometer, a gyroscope, and a magnetometer, sampled at 25 Hz.
Additional information can be found in the Description.pdf file and in the papers listed in the Citation Request field.
Preprocessing description:
The time series data are filtered by the software of the sensor manufacturer (XSens Technologies) using the default settings during the data acquisition. No additional processing is applied.
Subject Area
Engineering
Instances
268,881
Features
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Data Types
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Tasks
Classification, Clustering
Feature Types
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Features
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Introductory Paper
Automated evaluation of physical therapy exercises using multi-template dynamic time warping on wearable sensor signals
Aras Yurtman, B. Barshan. 2014.
Comput. Methods Programs Biomed.