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Signals from Wearable Sensors
- Citation Author(s):
- Submitted by:
- Rene Jaros
- Last updated:
- Mon, 12/16/2024 - 04:27
- DOI:
- 10.21227/wjja-yg52
- Data Format:
- License:
- Categories:
- Keywords:
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.
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.
Dataset Files
- P_01.zip (51.32 MB)
- P_02.zip (65.85 MB)
- P_03.zip (52.98 MB)
- P_04.zip (60.47 MB)
- P_05.zip (65.90 MB)
- P_06.zip (54.94 MB)
- P_07.zip (48.13 MB)
- P_08.zip (56.36 MB)
- P_09.zip (57.87 MB)
- P_10.zip (53.24 MB)
- P_11.zip (55.60 MB)
- P_12.zip (53.24 MB)
- P_13.zip (51.32 MB)