Zilverling
Guest staff

J. Klein Brinke (Jeroen)

Onderzoeker (Gast)
EEMCS-CS-PS
Zilverling 5005
j.kleinbrinke@utwente.nl
+31534896434
Visitekaartje

Expertises

  • Computer Science

    • Channel State Information
    • Wi-Fi
    • Human Activity Recognition
    • Activity Recognition
    • Convolutional Neural Network
    • Edge Computing
    • Object Detection
    • Surveillance Camera

Organisaties

Publicaties

2026

One-Sided CSI-Based Sensing in Adversarial Through-Wall Settings (2026)In Sensor-Based Activity Recognition and Artificial Intelligence - 10th International Workshop, iWOAR 2025, Proceedings: 10th International Workshop, iWOAR 2025, Enschede, The Netherlands, September 18–19, 2025, Proceedings (pp. 1-19) (Lecture Notes in Computer Science; Vol. 16292). Springer. Bakanas, V. & Klein Brinke, J.https://doi.org/10.1007/978-3-032-13312-0_1

2025

Variable Packet Arrival Rates and Activity Durations in Human Activity Recognition with Wi-Fi Channel State Information (2025)In Intelligent Systems and Applications: Proceedings of the 2025 Intelligent Systems Conference (IntelliSys) (pp. 559-576) (Lecture Notes in Networks and Systems; Vol. 1553). Springer. Klein Brinke, J. & Chiumento, A.https://doi.org/10.1007/978-3-031-99958-1_36Towards Edge-Based Idle State Detection in Construction Machinery Using Surveillance Cameras (2025)[Working paper › Preprint]. ArXiv.org. Küpers, X., Klein Brinke, J., Bemthuis, R. H. & Durmaz - Incel, Ö.https://doi.org/10.48550/arXiv.2506.00904Towards Edge-Based Idle State Detection in Construction Machinery Using Surveillance Cameras (2025)In Intelligent Systems and Applications: Proceedings of the 2025 Intelligent Systems Conference (IntelliSys) (pp. 402-418) (Lecture Notes in Networks and Systems; Vol. 1567). Springer. Kupers, X., Klein Brinke, J., Bemthuis, R. & Durmaz - Incel, Ö.https://doi.org/10.1007/978-3-032-00071-2_25

2024

Interwoven Waves: Enhancing the Scalability and Robustness of Wi-Fi Channel State Information for Human Activity Recognition (2024)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Klein Brinke, J.https://doi.org/10.3990/1.9789036561419Using Federated Learning and Channel State Information-Based Sensing for Scalable and Realistic At-Home Healthcare (2024)In EICC 2024: European Interdisciplinary Cybersecurity Conference (pp. 186-193). ACM Press. Klein Brinke, J., van der Linden, M. & Havinga, P. J. M.https://doi.org/10.1145/3655693.3660254

2023

Wi-Gitation: Replica Wi-Fi CSI Dataset for Physical Agitation Activity Recognition (2023)Data, 9(1). Article 9. Sharma, N., Klein Brinke, J., Braakman-Jansen, A. L. M. A., Havinga, P. J. M. & Le, D. V.https://doi.org/10.3390/data9010009

Onderzoeksprofielen

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