Author:
Usmani Fehmida,Awad Hasan,Virgillito Emanuele,Bratovich Rudi,Straullu Stefano,Aquilino Francesco,Proietti Roberto,Pastorelli Rosanna,Curri Vittorio
Abstract
We propose a smart grid fiber sensing approach based on a Bi-GRU model with an attention mechanism for earthquake early warnings exploiting terrestrial optical networks. Model training and testing use realistic synthetic earthquake waves.
Cited by
1 articles.
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1. A Machine Learning-Driven Smart Optical Network Grid for Earthquake Early Warning;2024 24th International Conference on Transparent Optical Networks (ICTON);2024-07-14