TY - DATA T1 - Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes PY - 2022/02/16 AU - Ronny G. Guendel AU - Matteo Unterhorst AU - Francesco Fioranelli AU - Alexander Yarovoy UR - https://data.4tu.nl/articles/dataset/Dataset_of_continuous_human_activities_performed_in_arbitrary_directions_collected_with_a_distributed_radar_network_of_five_nodes/16691500/3 DO - 10.4121/16691500.v3 KW - Micro-Doppler KW - Classification KW - Distributed Radar KW - Machine Learning KW - Assisted Living KW - Human Activity Recognition KW - Human Activity Recognition (HAR) N2 -

Please review the document README_v2.pdf

The data can be extracted with the MATLAB Live Script dataread.mlx.

 

Referencing the dataset

 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  


 

 

@misc{Guendel2022, 
author = "Ronny Gerhard Guendel and Matteo Unterhorst and Francesco Fioranelli and Alexander Yarovoy", 
title = "{Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes}", 
year = "2021", 
month = "Nov", 
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", 
doi = "10.4121/16691500.v3" }   


Paper references are: 

Guendel, R.G., Fioranelli, F.,Yarovoy, A.: Distributed radar fusion and recurrent networks for classification of continuous human activities. IET Radar Sonar Navig. 1–18 (2022). https://doi.org/10.1049/rsn2.12249 


R. G. Guendel, F. Fioranelli and A. Yarovoy, "Evaluation Metrics for Continuous Human Activity Classification Using Distributed Radar Networks," 2022 IEEE Radar Conference (RadarConf22), 2022, pp. 1-6, doi: 10.1109/RadarConf2248738.2022.9764181.


R. G. Guendel, M. Unterhorst, E. Gambi, F. Fioranelli and A. Yarovoy, "Continuous human activity recognition for arbitrary directions with distributed radars," 2021 IEEE Radar Conference (RadarConf21), 2021, pp. 1-6, doi: 10.1109/RadarConf2147009.2021.9454972.


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