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

• 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: DRNTU::Engineering::Electrical and electronic engineering::Optics, optoelectronics, photonics
• 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
• Institution: Nanyang Technological University

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...