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Quaternion Wavelet Transform and a Feedforward Neural Network-Aided Intelligent Distributed Optical Fiber Sensing System
In this paper, aiming at a large infrastructure structural health monitoring network, a quaternion wavelet transform (QWT) image denoising algorithm is proposed to process original data, and a depth feedforward neural network (FNN) is introduced to extract physical information from the denoised data...
Autores principales: | Fan, Lei, Wang, Yongjun, Zhang, Hongxin, Li, Chao, Huang, Xingyuan, Zhang, Qi, Xin, Xiangjun |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098647/ https://www.ncbi.nlm.nih.gov/pubmed/37050697 http://dx.doi.org/10.3390/s23073637 |
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