Wavelength detection in FBG sensor networks using least squares support vector regression

A wavelength detection method for a wavelength division multiplexing (WDM) fiber Bragg grating (FBG) sensor network is proposed based on least squares support vector regression (LSSVR). As a kind of promising machine learning technique, LSSVR is employed to approximate the inverse function of t...

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Bibliographic Details
Main Authors: Chen, Jing, Jiang, Hao, Liu, Tundong, Fu, Xiaoli
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2014
Subjects:
Online Access:https://hdl.handle.net/10356/105353
http://hdl.handle.net/10220/20496
http://dx.doi.org/10.1088/2040-8978/16/4/045402
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Institution: Nanyang Technological University
Language: English
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