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Conferences > ECEOC > 2022 > Tu4A > Tu4A.2
  • European Conference on Optical Communication (ECOC) 2022
  • Technical Digest Series (Optica Publishing Group, 2022),
  • paper Tu4A.2

Improving Earthquake Detection in Fibre-Optic Distributed Acoustic Sensors Using Deep-Learning and Hybrid Datasets

Pablo D. Hernández, Jaime A. Ramírez, and Marcelo A. Soto

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Abstract

The capability of fibre-optic distributed acoustic sensing to detect earthquakes is enhanced using deep learning. A training approach combining fibre-optic and traditional seismic measurements is proposed to improve the classification performance of low SNR fibre-based seismic measurements. Results demonstrate up to 98.8% of accuracy.

© 2022 The Author(s)

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