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Signals from Wearable Sensors

Citation Author(s):
Rene Jaros (Technical University of Ostrava)
Submitted by:
Rene Jaros
Last updated:
DOI:
10.21227/wjja-yg52
Data Format:
No Ratings Yet

Abstract

This dataset contains electrocardiography, electromyography, accelerometer, gyroscope and magnetometer signals that were measured in different scenarios using wearable equipment on 13 subjects:

 - Weight movement in a horizontal position at an angle of approximately 45°.

- Vertical movement of the weights from the table to the floor and back.

- Moving the weights vertically from the table to the head and back.

- Rotational movement of the wrist while holding the weights with the arm extended, see Figure ~\ref{fig2}.

- Vertical movement of weights from table to eye level and back.

- Rotational movement of the wrist while holding the weights with the arm extended overhead.

- Horizontal movement of the weight from chest level to full extension (standing position).

- Lifting the weight with the biceps while the elbow is fully extended.

The sampling rate is 512 Hz. 

Instructions:

The dataset contains 13 files P_01-P_13, which distinguish the individual measured subjects. Each file contains an ECG.mat file containing the measured ECG signals from leads I, II and III and an EMG.mat file containing 2 EMG signals measured on the arm and signals measured with the accelerometer, gyroscope and magnetometer.