Robust Vector BOTDA Signal Processing with Probabilistic Machine Learning

This paper presents a novel probabilistic machine learning (PML) framework to estimate the Brillouin frequency shift (BFS) from both Brillouin gain and phase spectra of a vector Brillouin optical time-domain analysis (VBOTDA). The PML framework is used to predict the Brillouin frequency shift (BFS)...

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Detalles Bibliográficos
Autores principales: Venketeswaran, Abhishek, Lalam, Nageswara, Lu, Ping, Bukka, Sandeep R., Buric, Michael P., Wright, Ruishu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347185/
https://www.ncbi.nlm.nih.gov/pubmed/37447912
http://dx.doi.org/10.3390/s23136064

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347185/
https://www.ncbi.nlm.nih.gov/pubmed/37447912
http://dx.doi.org/10.3390/s23136064

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