Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data

被引：0

作者：

Usmani, Fehmida ^{[1
,2
]}

Awad, Hasan ^{[2
]}

Virgillito, Emanuele ^{[2
]}

Bratovich, Rudi ^{[3
]}

Straullu, Stefano ^{[4
]}

Aquilino, Francesco ^{[4
]}

Proietti, Roberto ^{[2
]}

Pastorelli, Rosanna ^{[3
]}

Curri, Vittorio ^{[2
]}

机构：

[1] Natl Univ Sci & Technol, Islamabad, Pakistan

[2] Politecn Torino, Turin, Italy

[3] SM Opt, Milan, Italy

[4] LINKS Fdn, Turin, Italy

来源：

2024 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC | 2024年

关键词：

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

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. (c) 2024 The Author(s)

引用

页数：3