Expertises
Computer Science
- Channel State Information
- Human Activity Recognition
- Convolutional Neural Network
- Wi-Fi
- Activity Recognition
Earth and Planetary Sciences
- State
- Recognition
- Human Activity
Organisaties
Publicaties
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., Brinke, J. K., Jansen, L. M. A. B., Havinga, P. J. M. & Le, D. V.https://doi.org/10.3390/data9010009Utilising Emotion Monitoring for Developing Music Interventions for People with Dementia: A State-of-the-Art Review (2023)Sensors (Switzerland), 23(13). Article 5834. Vuijk, J. G. J., Klein Brinke, J. & Sharma, N.https://doi.org/10.3390/s23135834Channel State Information for Human Activity Recognition with Low Sampling Rates (2023)In UMUM 2023: 2nd Workshop on Ubiquitous and Multi-domain User Modeling (pp. 614-620). Klein Brinke, J., Chiumento, A. & Havinga, P. J. M.https://doi.org/10.1109/PerComWorkshops56833.2023.10150403
2022
Joint Communication and Sensing for Human Activity Recognition in Wi-Fi 6E (2022)[Contribution to conference › Poster] 5th IFIP International Internet of Things Conference, IoT 2022. Klein Brinke, J., Chiumento, A. & Havinga, P. J. M.
Onderzoeksprofielen
Verbonden aan opleidingen
Vakken collegejaar 2024/2025
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
- 201600227 - Internship for CreaTe
- 202300151 - Supplementary Topics CreaTe
- 202302021 - Smart Environments Core
- 202302022 - Introduction to Engineering
- 202302023 - Interactive Visualisation
- 202302024 - Professional Development M2
- 202402085 - ST: Sensor Technology in Sports
- 202402088 - Professional Development M8
Vakken collegejaar 2023/2024
Adres
Universiteit Twente
Zilverling (gebouwnr. 11), kamer 5010
Hallenweg 19
7522 NH Enschede
Universiteit Twente
Zilverling 5010
Postbus 217
7500 AE Enschede
Organisaties
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