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Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes

dataset
posted on 16.02.2022, 16:14 authored by Ronny Gerhard GuendelRonny Gerhard Guendel, Matteo Unterhorst, Francesco Fioranelli, Alexander Yarovoy

Please review the document README_v2.pdf

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

 

Referencing the dataset

Guendel, R.G., Unterhorst, M., Fioranelli, F., Yarovoy, A.. ‘Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes’. (4TU.ResearchData, 2021 [Online]. doi: https://doi.org/10.4121/16691500.v2.


@misc{guendel_unterhorst_fioranelli_yarovoy_2021, 

author={Guendel, Ronny Gerhard and Unterhorst, Matteo and Fioranelli, Francesco and Yarovoy, Alexander}, 

title={Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes}, 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/16691500/2},

DOI={doi.org/10.4121/16691500.v2}, 

publisher={4TU.ResearchData}, 

year = {2021 [Online]. doi:\url{https://doi.org/10.4121/16691500.v2}}, 

month={Nov} }

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.


History

Publisher

4TU.ResearchData

Format

Matlab program: *.mlx Matlab files: *.mat

Organizations

TU Delft, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Microelectronics