The Human Activity Radar Challenge: Benchmarking based on the ‘Radar signatures of human activities’ dataset from Glasgow University

Shufan Yang; Julien Le Kernec; Olivier Romain; Francesco Fioranelli; Pierre Cadart; Jeremy Fix; Chengfang Ren; Giovanni Manfredi; Thierry Letertre; null More Authors

doi:10.1109/JBHI.2023.3240895

The Human Activity Radar Challenge: Benchmarking based on the ‘Radar signatures of human activities’ dataset from Glasgow University

Shufan Yang, Julien Le Kernec, Olivier Romain, Francesco Fioranelli, Pierre Cadart, Jeremy Fix, Chengfang Ren, Giovanni Manfredi, Thierry Letertre, More Authors

Microwave Sensing, Signals & Systems

Research output: Contribution to journal › Article › Scientific › peer-review

5 Citations (Scopus)

24 Downloads (Pure)

Original language	English
Pages (from-to)	1813-1824
Number of pages	12
Journal	IEEE Journal of Biomedical and Health Informatics
Volume	27
Issue number	4
DOIs	https://doi.org/10.1109/JBHI.2023.3240895
Publication status	Published - 2023

Bibliographical note

Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

Human activity classification
radar
machine learning
convolutional neural networks

Access to Document

10.1109/JBHI.2023.3240895

The_Human_Activity_Radar_Challenge_Benchmarking_Based_on_the_Radar_Signatures_of_Human_Activities_Dataset_From_Glasgow_UniversityFinal published version, 2.44 MB

Cite this

Yang, S., Le Kernec, J., Romain, O., Fioranelli, F., Cadart, P., Fix, J., Ren, C., Manfredi, G., Letertre, T., & More Authors (2023). The Human Activity Radar Challenge: Benchmarking based on the ‘Radar signatures of human activities’ dataset from Glasgow University. IEEE Journal of Biomedical and Health Informatics, 27(4), 1813-1824. https://doi.org/10.1109/JBHI.2023.3240895

@article{80bd501358f2462bb453a7b2d4fdf625,

title = "The Human Activity Radar Challenge: Benchmarking based on the {\textquoteleft}Radar signatures of human activities{\textquoteright} dataset from Glasgow University",

keywords = "Human activity classification, radar, machine learning, convolutional neural networks",

author = "Shufan Yang and {Le Kernec}, Julien and Olivier Romain and Francesco Fioranelli and Pierre Cadart and Jeremy Fix and Chengfang Ren and Giovanni Manfredi and Thierry Letertre and {More Authors}",

note = "Green Open Access added to TU Delft Institutional Repository {\textquoteleft}You share, we take care!{\textquoteright} – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. ",

year = "2023",

doi = "10.1109/JBHI.2023.3240895",

language = "English",

volume = "27",

pages = "1813--1824",

journal = "IEEE Journal of Biomedical and Health Informatics",

issn = "2168-2208",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

number = "4",

}

Yang, S, Le Kernec, J, Romain, O, Fioranelli, F, Cadart, P, Fix, J, Ren, C, Manfredi, G, Letertre, T & More Authors 2023, 'The Human Activity Radar Challenge: Benchmarking based on the ‘Radar signatures of human activities’ dataset from Glasgow University', IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 4, pp. 1813-1824. https://doi.org/10.1109/JBHI.2023.3240895

TY - JOUR

T1 - The Human Activity Radar Challenge

T2 - Benchmarking based on the ‘Radar signatures of human activities’ dataset from Glasgow University

AU - Yang, Shufan

AU - Le Kernec, Julien

AU - Romain, Olivier

AU - Fioranelli, Francesco

AU - Cadart, Pierre

AU - Fix, Jeremy

AU - Ren, Chengfang

AU - Manfredi, Giovanni

AU - Letertre, Thierry

AU - More Authors, null

N1 - Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

PY - 2023

Y1 - 2023

KW - Human activity classification

KW - radar

KW - machine learning

KW - convolutional neural networks

UR - http://www.scopus.com/inward/record.url?scp=85148416781&partnerID=8YFLogxK

U2 - 10.1109/JBHI.2023.3240895

DO - 10.1109/JBHI.2023.3240895

M3 - Article

SN - 2168-2208

VL - 27

SP - 1813

EP - 1824

JO - IEEE Journal of Biomedical and Health Informatics

JF - IEEE Journal of Biomedical and Health Informatics

IS - 4

ER -

The Human Activity Radar Challenge: Benchmarking based on the ‘Radar signatures of human activities’ dataset from Glasgow University

Bibliographical note

Keywords

Access to Document

Other files and links

Cite this