Distributed Optical Fiber Sensing Event Recognition Based on Markov Transition Field and Knowledge Distillation

We propose a distributed optical fiber sensing event recognition scheme based on Markov Transition Field (MTF) and knowledge distillation. The event recognition algorithm has the advantages of being lightweight, fast, and high accuracy. The event data are converted into images by the MTF algorithm,...

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Bibliographic Details
Main Authors: Zhenguo Yang, Huomin Dong, Faxiang Zhang, Shaodong Jiang, Jinwei Wang, Chang Wang, Chunxiao Wang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10050869/