This is a MATLAB script for the conversion of raw accelerometer data from the PAAL ADL (v1.0 or v2.0) into a filtered ARFF file.
To download the raw data, please access our Zenodo repositories:
If using the data, please cite our Data in Brief (submitted) paper:
@article{ClimentPerez2021,
author={Climent-Pérez, Pau and Muñoz-Anton, Angela M. and Poli, Angelica and Spinsante, Susanna and Florez-Revuelta, Francisco},
year={2021},
title={Dataset of acceleration signals recorded while performing activities of daily living},
journal={Data in {B}rief},
publisher={Elsevier},
pages={}
}
If using this script to convert raw data, also please cite the following paper, where the process is described:
@Conference{Poli2021,
author = {Poli, A. and Muñoz-Anton, A.M. and Spinsante, S. and Florez-Revuelta, F.},
title = {Balancing activity recognition and privacy preservation with multi-objective evolutionary algorithm},
booktitle = {in Proc. 7th EAI International Conference on Smart Objects and Technologies for Social Good},
year = {2021},
pages = {1--15}
}