%0 Generic
%A Guendel, Ronny G.
%A Unterhorst, Matteo
%A Kruse, Nicolas
%A Yarovoy, Alexander
%A Fioranelli, Francesco
%D 2024
%T Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes
%U 
%R 10.4121/eda41444-9ae8-4655-aac5-4d2541b2bcd8.v5
%K Micro-Doppler
%K Classification
%K Distributed Radar
%K Machine Learning
%K Assisted Living
%K Human Activity Recognition
%K Human Activity Recognition (HAR)
%X <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&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" }&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>
%I 4TU.ResearchData