Generation of a Synthetic Database for Dual-Point Fiber Sensor Based on a Machine Learning Algorithm

Use of nonlinearity in wavelength-scanning of a diode-laser for generating a reliable synthetic database of a sensing signal is proposed. This database is implemented in a dual-point fiber sensor to train a machine learning algorithm. © 2024 The Author(s)

Authors

Rodolfo Martínez-Manuel (ORCID: https://orcid.org/0000-0002-7299-3924)
Luis M. Valentín-Coronado (ORCID: https://orcid.org/0000-0002-9874-4088)
Jonathan Esquivel-Hernández (ORCID: https://orcid.org/0000-0002-9835-5533)

Publication Details

Published: 2024-08-04
DOI: https://doi.org/10.1109/cleo-pr60912.2024.10676709
Primary Topic: Advanced Fiber Optic Sensors
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

Generation of a Synthetic Database for Dual-Point Fiber Sensor Based on a Machine Learning Algorithm

Rodolfo Martínez-Manuel, Luis M. Valentín-Coronado, Jonathan Esquivel-Hernández

Aug 4, 2024

Advanced Fiber Optic Sensors

article

Generation of a Synthetic Database for Dual-Point Fiber Sensor Based on a Machine Learning Algorithm

Rodolfo Martínez-Manuel, Luis M. Valentín-Coronado, Jonathan Esquivel-Hernández

August 4, 2024article en

Abstract

Affordable and clean energy

Openalex Percentile: Top 87%

Advanced Fiber Optic Sensors

DOI Source OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Generation of a Synthetic Database for Dual-Point Fiber Sensor Based on a Machine Learning Algorithm — Rodolfo Martínez-Manuel, Luis M. Valentín-Coronado, et al. · (2024) | TGRS Research Map | TGRS