Optimized Support Vector Machine Assisted BOTDA for Temperature Extraction With Accuracy Enhancement

Optimized Support Vector Machine Assisted BOTDA for Temperature Extraction With Accuracy Enhancement

Brillouin optical time domain analyzer (BOTDA) assisted by optimized support vector machine (SVM) algorithm for accurate temperature extraction is presented and experimentally demonstrated. Three typical intelligent optimization algorithms, particle swarm optimization algorithm, genetic algorithm an...

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Bibliographic Details
Main Authors: Hongna Zhu, Lei Yu, Yufeng Zhang, Le Cheng, Zhenyu Zhu, Jiayin Song, Jinli Zhang, Bin Luo, Kai Yang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Photonics Journal
Subjects:
Brillouin optical time domain analyzer
fiber optics sensors
support vector machine
optimized algorithms.
Online Access:https://ieeexplore.ieee.org/document/8920041/
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https://ieeexplore.ieee.org/document/8920041/

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