Smartwatch gait dataset in normal, upstairs and downstairs conditions

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

The dataset collected for this study consists of triaxial accelerometer 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 each activity once: normal gait, upstairs gait and downstairs gait. So, considering that there were 24 participants, 3 different activities and each activity performed once, a total of 72 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 “BioCliTeE_Smartwatch_dataset_gait_up_down_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