Machine Learning Approach to Data Processing of TFBG-Assisted SPR Sensors

Fiber optic sensors are applied in industry, remote sensing, environmental monitoring and healthcare. A special place is occupied by tilted fiber Bragg gratings, which can significantly expand the capabilities provided by standard Bragg sensors. But these gratings have complex spectral responses, th...

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Bibliographic Details
Published in:	Journal of lightwave technology Vol. 40; no. 9; pp. 3046 - 3054
Main Authors:	Chubchev, Eugeny, Tomyshev, Kirill, Nechepurenko, Igor, Dorofeenko, Alexander, Butov, Oleg
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.05.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Bragg gratings Data processing Environmental monitoring Fiber optics Machine learning machine learning algorithm Machine learning algorithms optical fiber devices Optical fiber sensors Optical fibers Plasmons Refractive index Refractivity Remote monitoring Remote sensing Remote sensors Sensors Temperature sensors
ISSN:	0733-8724, 1558-2213
Online Access:	Get full text
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