Using a Machine Learning Algorithm Integrated with Data De-Noising Techniques to Optimize the Multipoint Sensor Network

In this paper, for an intensity wavelength division multiplexing (IWDM)-based multipoint fiber Bragg grating (FBG) sensor network, an effective strain sensing signal measurement method, called a long short-term memory (LSTM) machine learning algorithm, integrated with data de-noising techniques is p...

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Detalles Bibliográficos
Autores principales: Manie, Yibeltal Chanie, Li, Jyun-Wei, Peng, Peng-Chun, Shiu, Run-Kai, Chen, Ya-Yu, Hsu, Yuan-Ta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070718/
https://www.ncbi.nlm.nih.gov/pubmed/32079102
http://dx.doi.org/10.3390/s20041070

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070718/
https://www.ncbi.nlm.nih.gov/pubmed/32079102
http://dx.doi.org/10.3390/s20041070

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