High-performance Raman-based Distributed Temperature Sensing Empowered by Data-Driven Dual-Stage 1D-CNN

Abstract

With the assistance of a data-driven dual-stage convolutional neural network model, we have experimentally demonstrated a high-performance Raman-based distributed temperature sensing system with an update rate of 0.02 s and a temperature uncertainty of 0.09°C.