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A Wavelet Packet Transform and Convolutional Neural Network Method Based Ultrasonic Detection Signals Recognition of Concrete

This paper proposes a new intelligent recognition method for concrete ultrasonic detection based on wavelet packet transform and a convolutional neural network (CNN). To validate the proposed data-based method, a case study is presented where the K-fold cross-validation was adopted to produce the pe...

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Detalles Bibliográficos
Autores principales: Zhao, Jinhui, Hu, Tianyu, Zhang, Qichun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9143314/
https://www.ncbi.nlm.nih.gov/pubmed/35632273
http://dx.doi.org/10.3390/s22103863