Machine Learning-Enhanced Sapphire Fiber Bragg Grating for Fast, Resilient and High-Accuracy Temperature Sensing

Abstract

This study introduces a robust and fast temperature sensing approach using a machine learning-assisted sapphire fiber Bragg grating configuration, achieving high accuracy (0.23℃) at 5 kHz acquisition rate and robust resilience to environmental vibrations.