TY - DATA
T1 - Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes
PY - 2024/07/15
AU - Ronny G. Guendel
AU - Matteo Unterhorst
AU - Nicolas Kruse
AU - Alexander Yarovoy
AU - Francesco Fioranelli
UR - 
DO - 10.4121/16691500.v4
KW - Micro-Doppler
KW - Classification
KW - Distributed Radar
KW - Machine Learning
KW - Assisted Living
KW - Human Activity Recognition
KW - Human Activity Recognition (HAR)
N2 - <p>Please review the document README_v3.pdf</p><p>The data can be extracted with the MATLAB Live Script dataread.mlx, or in Python with the file dataread_numpy.py.</p><p>&nbsp;</p><h3>Referencing the dataset</h3><p>&nbsp;Guendel, Ronny Gerhard; Unterhorst, Matteo; Fioranelli, Francesco; Yarovoy, Alexander (2021): Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes. 4TU.ResearchData. Dataset. https://doi.org/10.4121/16691500.v3&nbsp;</p><p><br></p><p>&nbsp;</p><p>&nbsp;</p><pre class="ql-syntax" spellcheck="false">@misc{Guendel2022,&nbsp;author = "Ronny Gerhard Guendel and Matteo Unterhorst and Francesco Fioranelli and Alexander Yarovoy",&nbsp;title = "{Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes}",&nbsp;year = "2021",&nbsp;month = "Nov",&nbsp;url = "https://data.4tu.nl/articles/dataset/Dataset_of_continuous_human_activities_performed_in_arbitrary_directions_collected_with_a_distributed_radar_network_of_five_nodes/16691500",&nbsp;doi = "10.4121/16691500.v3" }&nbsp;&nbsp;
</pre><p><br></p><h3>Paper references are:&nbsp;</h3><p>Guendel, R.G., Fioranelli, F.,Yarovoy, A.: <em>Distributed radar fusion and recurrent networks for classification of continuous human activities</em>. IET Radar Sonar Navig. 1–18 (2022). https://doi.org/10.1049/rsn2.12249&nbsp;</p><p><br></p><p>R. G. Guendel, F. Fioranelli and A. Yarovoy, "<em>Evaluation Metrics for Continuous Human Activity Classification Using Distributed Radar Networks</em>," 2022 IEEE Radar Conference (RadarConf22), 2022, pp. 1-6, doi: 10.1109/RadarConf2248738.2022.9764181.</p><p><br></p><p>R. G. Guendel, M. Unterhorst, E. Gambi, F. Fioranelli and A. Yarovoy, "<em>Continuous human activity recognition for arbitrary directions with distributed radars</em>," 2021 IEEE Radar Conference (RadarConf21), 2021, pp. 1-6, doi: 10.1109/RadarConf2147009.2021.9454972.</p><p><br></p>
ER -