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A Lightweight ViT-CNN Architecture for Railway Event Recognition with Fiber-Optic DAS

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Figshare2025-12-27 更新2026-04-28 收录
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https://figshare.com/articles/dataset/A_Lightweight_Hybrid_Transformer-CNN_Architecture_for_Real-Time_Railway_Event_Recognition_with_Fiber-Optic_Distributed_Acoustic_Sensor/30959003
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The dataset consists of raw one-dimensional DAS acoustic signals collected from a field-deployed DAS system along a pilot railway line in Xiamen, China. The dataset contains six classes of railway-related acoustic events, including background noise, train passing and representative mechanical disturbances, as shown in the following figure.
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2025-12-27
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