Smartwatch gait dataset in simulated Parkinson's disease restricted arm swing conditions

Movement data was collected through smartwatches to monitor gait impairments in healthy subjects. 

The dataset collected for this study consists of triaxial acceleration and triaxial gyroscope data from 24 subjects when performing a set of gait activities while wearing a smartwatch in their preferred wrist. Each participant performed three gait activities twice, 30 meters straight walk while carrying progressively heavier loads (0 kg, 2 kg, and 4 kg) to simulate restricted arm swing. So, considering that there were 24 participants, 3 different activities and each activity performed twice, a total of 144 data files were obtained.

Data was collected using a sample rate of 50Hz. Acceleration is expressed in m/s^2 and gyroscope data in rad/s.

Check the " Bioclite_Restricted_Arm_Swing_Data_README.txt" file for details about this dataset.

Funding:

This research was funded by the following projects:

(1) Proyectos de Generación de Conocimiento 2021. PID2021-123708OB-I00, funded by MCIN/AEI/10.13039/ 501100011033/ FEDER, EU