Guendel, Ronny G.; Unterhorst, Matteo; Kruse, Nicolas; Yarovoy, Alexander; Francesco Fioranelli (2024): Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes. Version 4. 4TU.ResearchData. dataset. https://doi.org/10.4121/16691500.v4

Dataset

x choose version: version 5 - 2024-07-16 (latest) version 3 - 2022-02-16 version 2 - 2021-11-29 version 1 - 2021-11-02

• Electrical and Electronic Engineering
• Engineering

Assisted Living, Classification, Distributed Radar, Human Activity Recognition, Human Activity Recognition (HAR), Machine Learning, Micro-Doppler

CC BY 4.0

RefWorks, BibTeX, Reference Manager, Endnote, DataCite, NLM, DC, CFF

by Ronny G. Guendel , Matteo Unterhorst , Nicolas Kruse , Alexander Yarovoy , Francesco Fioranelli

Please review the document README_v3.pdf

The data can be extracted with the MATLAB Live Script dataread.mlx, or in Python with the file dataread_numpy.py.

 

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.

• 2021-11-02 first online

• 2024-07-15 published, posted

4TU.ResearchData

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

Distributed radar fusion and recurrent networks for classification of continuous human activities

• https://doi.org/10.1049/rsn2.12249

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