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- W2901227259 abstract "A smart distributed acoustics/vibration sensing (DAVS) scheme with dual path network is proposed for complex applications in this manuscript. The dual path network has high parameter efficiency and strong generalization ability, which provides the reliability and the robustness. Novel spatial short-time frequency spectrum datasets are constructed and the distributed spatial features of disturbances are well utilized. To the best of our knowledge, it is the first time that such a hyper-deep neural network is applied into distributed fiber sensing field and the unique spatial dimension of DAVS is well exploited in datasets. Moreover, the scheme presented satisfying event-classification results in field tests of complicated railway safety monitoring as proof-of-concept. It provides a solution to high accuracy multi-event classification in complex and time-varying distributed safety monitoring applications." @default.
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- W2901227259 date "2018-01-01" @default.
- W2901227259 modified "2023-09-26" @default.
- W2901227259 title "Smart Distributed Acoustics/Vibration Sensing with Dual Path Network" @default.
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- W2901227259 doi "https://doi.org/10.1364/ofs.2018.wf105" @default.
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