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Project detail
Duration: 01.01.2023 — 30.06.2026
Funding resources
Ministerstvo vnitra ČR - 1 VS OPSEC
- whole funder
On the project
Description in EnglishDistributed optical fiber sensor systems are increasingly used in the field of security. They make it possible to measure acoustic vibrations, temperature or strain over long distances with great accuracy. The aim of the project is to increase the reach of the existing PERIMETR system and its technological extension with the possibility of temperature measurement. Machine learning algorithms will be used for successful detection. The resulting system will thus enable the deployment on both perimeter protection of critical infrastructures and, for example, protection of tunnels or nuclear power plants.
Key words in EnglishDAS, distributed sensing, OTDR, acoustic, vibration, temperature
Mark
VK01030121
Default language
Czech
People responsible
Münster Petr, doc. Ing., Ph.D. - fellow researcherHorváth Tomáš, Ing., Ph.D. - principal person responsible
Units
Department of Telecommunications- (2022-05-25 - not assigned)
Results
TOMAŠOV, A.; BUKOVSKÝ, J.; ZÁVIŠKA, P.; HORVÁTH, T.; LÁTAL, M.; MÜNSTER, P. Acoustic insights: advancing object classification in urban landscapes using distributed acoustic sensing and convolutional neural networks. In Machine Learning in Photonics. Proceedings of SPIE. 2024. ISSN: 0277-786X.Detail
TOMAŠOV, A.; ZÁVIŠKA, P.; SPURNÝ, V.; DEJDAR, P.; MÜNSTER, P.; HORVÁTH, T.; KLÍČNÍK, O. Enhancing Perimeter Protection using Φ-OTDR and CNN for Event Classification. In In Prociideings of 28th International Conference on Optical Fiber Sensors. Hamamatsu, Japan: 2024. ISBN: 978-1-957171-30-2.Detail