A fiber optic refractive index sensor with extremely high dynamic range utilizing deep learning-speckle pattern imaging

In this paper, a tapered optical fiber sensor with high precision measurement capability in a wide dynamic range has been proposed and experimentally demonstrated. Speckle pattern images obtained from the fiber end were trained with a convolutional neural network, and the measurement process was car...

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Bibliographic Details
Main Authors: Hüsamettin Şerbetçi, Isa Navruz, Fikret Ari
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Ain Shams Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447924005033
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