Wrist and Tibia/Shoe Mounted IMU Measurement Results for Gait Analysis

This document describes a dataset of measurement results collected using wrist, tibia and shoe mounted inertial sensors. The main purpose of the dataset was to test signal translation algorithms converting signals registered using the wrist-worn sensor e.g. a smartwatch to signals which would be measured with a shoe or tibia - mounted device. The dataset includes tri-axial acceleration and angular velocity registered during several walks.

More details are included in the dataset_description pdf file.

When using the data, please consider also citing the original paper, for which it was collected:

Kolakowski, M.; Djaja-Josko, V.; Kolakowski, J.; Cichocki, J. Wrist-to-Tibia/Shoe Inertial Measurement Results Translation Using Neural Networks. Sensors 2024, 24, 293. https://doi.org/10.3390/s24010293

The dataset will be gradually updated as new data are gathered.