UC Irvine
ML Repository
Theme

Physical Therapy Exercises

Download(45.7 MB)

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
Data Types
Tasks
Classification, Clustering
Feature Types

Features

Introductory Paper

Additional Metadata