Abstract
This paper introduces an implementation of a system allowing to denoise the intensity data sensed by a DAS system before analyzing it through a convolutional neural network for train tracking. The results obtained showed that it is possible to track a train by focusing only on the magnitude of signals without caring out complex treatments.
© 2020 The Author(s)
PDF ArticleMore Like This
Abdelkader Hamadi, Emma Montarsolo, Ali Kabalan, Gabriel Papaiz Garbini, and Tarik Hammi
T3.77 Optical Fiber Sensors (OFS) 2020
Abdelkader Hamadi, Ali Kabalan, Gabriel Papaiz Garbini, and Tarik Hammi
JW2A.4 Applied Industrial Spectroscopy (AIS) 2021
Stefan Kowarik, Konstantin Hicke, Sebastian Chruscicki, Marcus Schukar, Mathias Breithaupt, Andy Lämmerhirt, Patrick Pohl, and Max Schubert
T3.25 Optical Fiber Sensors (OFS) 2020