Optical Fiber FP Sensor for Simultaneous Measurement of Refractive Index and Temperature Based on the Empirical Mode Decomposition Algorithm
In this work, a dual refractive index and temperature sensor based on an interferometric system and on the empirical mode decomposition (EMD) algorithm is presented. Here, it is shown that the EMD provides a comprehensive way to analyze and decompose complex reflection spectra produced by an interfe...
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doaj-21892deba89b446fb9c69db8dd6e2f402020-11-25T02:03:24ZengMDPI AGSensors1424-82202020-01-0120366410.3390/s20030664s20030664Optical Fiber FP Sensor for Simultaneous Measurement of Refractive Index and Temperature Based on the Empirical Mode Decomposition AlgorithmEverardo Vargas-Rodriguez0Ana Dinora Guzman-Chavez1Roberto Baeza-Serrato2Mario Alberto Garcia-Ramirez3Departamento de Estudios Multidisciplinarios, División de Ingenierías, Campus Irapuato-Salamanca, Universidad de Guanajuato, Av. Universidad s/n, Col. Yacatitas, Yuriria, Guanajuato C.P. 38940, MexicoDepartamento de Estudios Multidisciplinarios, División de Ingenierías, Campus Irapuato-Salamanca, Universidad de Guanajuato, Av. Universidad s/n, Col. Yacatitas, Yuriria, Guanajuato C.P. 38940, MexicoDepartamento de Estudios Multidisciplinarios, División de Ingenierías, Campus Irapuato-Salamanca, Universidad de Guanajuato, Av. Universidad s/n, Col. Yacatitas, Yuriria, Guanajuato C.P. 38940, MexicoCentro Universitario de Ciencias Exactas e Ingenierías, Universidad de Guadalajara, Blvd. Marcelino Garcia Barragan 1421, Guadalajara, Jalisco C.P. 44430, MexicoIn this work, a dual refractive index and temperature sensor based on an interferometric system and on the empirical mode decomposition (EMD) algorithm is presented. Here, it is shown that the EMD provides a comprehensive way to analyze and decompose complex reflection spectra produced by an interferometric filter build at the tip of an optical fiber. By applying the EMD algorithm, the spectrum can be decomposed into a set of intrinsic mode functions (IMF) from which the temperature and the refractive index can be easily extracted. Moreover, the proposed methodology provides a detailed insight of the behavior of this type of interferometric sensors and allows widening of the dynamic measurement ranges of both variables. Here, for proof of principle purposes, a filter based on a stack of three layers (two of them were thermo-sensitive) was fabricated. Finally, it is shown that the proposed methodology can decompose the experimental measured spectra and to determine the refractive index and the temperature, supporting the mathematical model.https://www.mdpi.com/1424-8220/20/3/664empirical mode decompositionrefractive indextemperaturesensorsoptical fiber |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Everardo Vargas-Rodriguez Ana Dinora Guzman-Chavez Roberto Baeza-Serrato Mario Alberto Garcia-Ramirez |
spellingShingle |
Everardo Vargas-Rodriguez Ana Dinora Guzman-Chavez Roberto Baeza-Serrato Mario Alberto Garcia-Ramirez Optical Fiber FP Sensor for Simultaneous Measurement of Refractive Index and Temperature Based on the Empirical Mode Decomposition Algorithm Sensors empirical mode decomposition refractive index temperature sensors optical fiber |
author_facet |
Everardo Vargas-Rodriguez Ana Dinora Guzman-Chavez Roberto Baeza-Serrato Mario Alberto Garcia-Ramirez |
author_sort |
Everardo Vargas-Rodriguez |
title |
Optical Fiber FP Sensor for Simultaneous Measurement of Refractive Index and Temperature Based on the Empirical Mode Decomposition Algorithm |
title_short |
Optical Fiber FP Sensor for Simultaneous Measurement of Refractive Index and Temperature Based on the Empirical Mode Decomposition Algorithm |
title_full |
Optical Fiber FP Sensor for Simultaneous Measurement of Refractive Index and Temperature Based on the Empirical Mode Decomposition Algorithm |
title_fullStr |
Optical Fiber FP Sensor for Simultaneous Measurement of Refractive Index and Temperature Based on the Empirical Mode Decomposition Algorithm |
title_full_unstemmed |
Optical Fiber FP Sensor for Simultaneous Measurement of Refractive Index and Temperature Based on the Empirical Mode Decomposition Algorithm |
title_sort |
optical fiber fp sensor for simultaneous measurement of refractive index and temperature based on the empirical mode decomposition algorithm |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2020-01-01 |
description |
In this work, a dual refractive index and temperature sensor based on an interferometric system and on the empirical mode decomposition (EMD) algorithm is presented. Here, it is shown that the EMD provides a comprehensive way to analyze and decompose complex reflection spectra produced by an interferometric filter build at the tip of an optical fiber. By applying the EMD algorithm, the spectrum can be decomposed into a set of intrinsic mode functions (IMF) from which the temperature and the refractive index can be easily extracted. Moreover, the proposed methodology provides a detailed insight of the behavior of this type of interferometric sensors and allows widening of the dynamic measurement ranges of both variables. Here, for proof of principle purposes, a filter based on a stack of three layers (two of them were thermo-sensitive) was fabricated. Finally, it is shown that the proposed methodology can decompose the experimental measured spectra and to determine the refractive index and the temperature, supporting the mathematical model. |
topic |
empirical mode decomposition refractive index temperature sensors optical fiber |
url |
https://www.mdpi.com/1424-8220/20/3/664 |
work_keys_str_mv |
AT everardovargasrodriguez opticalfiberfpsensorforsimultaneousmeasurementofrefractiveindexandtemperaturebasedontheempiricalmodedecompositionalgorithm AT anadinoraguzmanchavez opticalfiberfpsensorforsimultaneousmeasurementofrefractiveindexandtemperaturebasedontheempiricalmodedecompositionalgorithm AT robertobaezaserrato opticalfiberfpsensorforsimultaneousmeasurementofrefractiveindexandtemperaturebasedontheempiricalmodedecompositionalgorithm AT marioalbertogarciaramirez opticalfiberfpsensorforsimultaneousmeasurementofrefractiveindexandtemperaturebasedontheempiricalmodedecompositionalgorithm |
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1724948575169806336 |