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4TU.ResearchData
Dataset . 2025
License: CC BY
Data sources: 4TU.ResearchData
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
4TU.ResearchData
Dataset . 2025
License: CC BY
Data sources: 4TU.ResearchData
4TU.ResearchData | science.engineering.design
Dataset . 2025
License: CC BY
Data sources: Datacite
4TU.ResearchData | science.engineering.design
Dataset . 2025
License: CC BY
Data sources: Datacite
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Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes

Authors: Guendel, Ronny G.; Unterhorst, Matteo; Kruse, Nicolas; Zhu, Simin; Yarovoy, Alexander; Fioranelli, Francesco;

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

Abstract

Please review the document README_v3.pdfThe data can be extracted with the MATLAB Live Script dataread.mlx, or in Python with the file dataread_numpy.py. Update 2025-09-16 (by Simin Zhu):The code and processed radar data used in publication [4] have been added here as supplementary material (Zip file named as the publication). Before using them, please read the provided README file. The supplement contains a separate README, and you will need to unpack the compressed folder to access the contents.Referencing the datasetPlease click the orange "Citation" button above.Paper references are: [1] 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 [2] 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.[3] 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.[4] S. Zhu, R. G. Guendel, A. Yarovoy and F. Fioranelli, "Continuous Human Activity Recognition With Distributed Radar Sensor Networks and CNN–RNN Architectures," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-15, 2022, Art no. 5115215, doi: 10.1109/TGRS.2022.3189746.

Keywords

Machine Learning, Engineering, Human Activity Recognition (HAR), Human Activity Recognition, FOS: Electrical engineering, electronic engineering, information engineering, Micro-Doppler, Assisted Living, Distributed Radar, Electrical and Electronic Engineering, Classification

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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Average
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