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

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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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823760/
https://www.ncbi.nlm.nih.gov/pubmed/36616860
http://dx.doi.org/10.3390/s23010262

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823760/
https://www.ncbi.nlm.nih.gov/pubmed/36616860
http://dx.doi.org/10.3390/s23010262

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