Weak Signal Enhance Based on the Neural Network Assisted Empirical Mode Decomposition

In order to enhance weak signals in strong noise background, a weak signal enhancement method based on EMDNN (neural network-assisted empirical mode decomposition) is proposed. This method combines CEEMD (complementary ensemble empirical mode decomposition), GAN (generative adversarial networks) and...

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Detalles Bibliográficos
Autores principales: Chen, Kai, Xie, Kai, Wen, Chang, Tang, Xin-Gong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7348951/
https://www.ncbi.nlm.nih.gov/pubmed/32549237
http://dx.doi.org/10.3390/s20123373

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7348951/
https://www.ncbi.nlm.nih.gov/pubmed/32549237
http://dx.doi.org/10.3390/s20123373

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