Multisensor setup for functional capacity testing: the Malisa Dataset
Salvi D, Magnus Olsson C., Lamrani Laghrib H., Merle K., Pothier Noa, Yildirim S., La Rosa D., Palumbo F.
Mobility tests Sensorized mats Sensorized shoes Functional tests Wearable sensors
Functional capacity testing is essential for assessing mobility changes, which can impact independence across various populations and health conditions. This study aims to implement instrumented function tests using a combination of affordable sensors, including sensorized mats, sensorized shoes, smartphones, and smartwatches. The goal is to provide objective, reliable, and detailed data on test outcomes, such as gait analysis. We have created a dataset from 6 participants of varying ages, each performing 5 standardized functional tests: Timed Up and Go, 30-Second Chair Rise, Locomo challenge, 10-meter walk, and 40-meter walk. Alongside the dataset, we have developed a tool for visualizing the sensor signals and marking key events to facilitate data analysis. This dataset is intended to support researchers in developing algorithms for extracting test-specific parameters, and for comparing sensors in terms of quality of the signals and ease of setup.
Source: LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING (INTERNET), vol. 612, pp. 170-178. Heraklion, Crete, Greece, 17-18/09/2024
Publisher: Springer
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@inproceedings{oai:iris.cnr.it:20.500.14243/550829,
title = {Multisensor setup for functional capacity testing: the Malisa Dataset},
author = {Salvi D and Magnus Olsson C. and Lamrani Laghrib H. and Merle K. and Pothier Noa and Yildirim S. and La Rosa D. and Palumbo F.},
publisher = {Springer},
doi = {10.1007/978-3-031-85575-7_10},
booktitle = {LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING (INTERNET), vol. 612, pp. 170-178. Heraklion, Crete, Greece, 17-18/09/2024},
year = {2025}
}
0000-0001-8424-0762