Archivio Istituzionale della RicercaWe demonstrate interconnected meshed optical networks as sensing-localization grid for earthquake early detection. We integrate ground displacement data from seven local earthquakes, magnitudes four to six, into a Waveplate model to enhance a machine-learning algorithm that accurately detects primary waves and improves nearby urban safety.
Polarization-Based Sensing in Mesh Optical Networks for Early Earthquake Detection / Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Straullu, Stefano; Aquilino, Francesco; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio. - (2024), pp. 1672-1675. (Intervento presentato al convegno ECOC 2024; 50th European Conference on Optical Communication tenutosi a Frankfurt (Ger) nel 22-26 September 2024).
Polarization-Based Sensing in Mesh Optical Networks for Early Earthquake Detection
Awad, Hasan;Usmani, Fehmida;Virgillito, Emanuele;Straullu, Stefano;Proietti, Roberto;Pastorelli, Rosanna;Curri, Vittorio
2024
Abstract
We demonstrate interconnected meshed optical networks as sensing-localization grid for earthquake early detection. We integrate ground displacement data from seven local earthquakes, magnitudes four to six, into a Waveplate model to enhance a machine-learning algorithm that accurately detects primary waves and improves nearby urban safety.
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Polarization-Based_Sensing_in_Mesh_Optical_Networks_for_Early_Earthquake_Detection.pdf
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ECOC24_network_as_a_sensor (5).pdf
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https://hdl.handle.net/11583/3002530