Deep-Learning-Based Earthquake Detection for Fiber-Optic Distributed Acoustic Sensing
Journal of Lightwave Technology(2022)
摘要
In this paper, deep learning models trained with real seismic data are proposed and proven to detect earthquakes in fiber-optic distributed acoustic sensor (DAS) measurements. The proposed neural network architectures cover the three classical deep learning paradigms: fully connected artificial neural networks (FC-ANNs), convolutional neural networks (CNNs) and recurrent neural networks (RNNs). Re...
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关键词
Optical fiber sensors,Optical fibers,Seismic measurements,Optical fiber networks,Earthquakes,Acoustic measurements,Deep learning
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