2024
DOI: 10.1364/ao.505020
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Optical fiber vibration signal recognition based on an efficient multidimensional feature extraction network

Yuzhou Du,
Banglian Xu,
Leihong Zhang
et al.

Abstract: In the field of optical fiber vibration signal recognition, one-dimensional signals have few features. People often used the shallow layer of a one-dimensional convolutional neural network (1D-CNN), which results in fewer features being learned by the network, leading to a poor recognition rate. There are also many complex algorithms and data processing methods, which make the whole signal recognition process more complicated. Therefore, an optical vibration signal recognition method based on an efficient mult… Show more

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