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. 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 HealthcareIn 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, 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, 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 RatesIn 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, 1-5. Klein Brinke, J., Chiumento, A. & Havinga, P. J. M.
2021
Implementation of Unobtrusive Sensing Systems for Older Adult Care: Scoping Review, Article e27862. Sharma, N., Klein Brinke, J., van Gemert-Pijnen, L. J. E. W. C. & Jansen, L.https://doi.org/10.2196/27862
Onderzoeksprofielen
Verbonden aan opleidingen
Vakken collegejaar 2023/2024
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.
Vakken collegejaar 2022/2023
Adres
![](/.uc/iff4689c40103f3eb1100f2c8f403e85637f06a7b284b0801e3bc0268018041/zilverling.jpg)
Universiteit Twente
Zilverling (gebouwnr. 11), kamer 5010
Hallenweg 19
7522 NH Enschede
Universiteit Twente
Zilverling 5010
Postbus 217
7500 AE Enschede