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Machine Learning Estimation of the Phase at the Fading Points of an OFDR-Based Distributed Sensor

The paper reports a machine learning approach for estimating the phase in a distributed acoustic sensor implemented using optical frequency domain reflectometry, with enhanced robustness at the fading points. A neural network configuration was trained using a simulated set of optical signals that we...

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Detalles Bibliográficos
Autores principales: Aitkulov, Arman, Marcon, Leonardo, Chiuso, Alessandro, Palmieri, Luca, Galtarossa, Andrea
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:https://dx.doi.org/10.3390/s23010262
http://cds.cern.ch/record/2848106

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