Demodulation of an LPFG Sensor Cascaded by an FBG Sensor Array Using Machine Learning

In this work, we show the use of a fiber Bragg grating sensor array to demodulate a cascaded long-period fiber grating sensor using a machine learning model. We show the use of transfer learning from synthetic data training as a promising tool for calibrating machine learning models in optical sensing.