Data augmentation and deep neural network classification based on ship radiated noise

Data augmentation and deep neural network classification based on ship radiated noise

IntroductionVarious types of ships sail at sea, and identifying maritime ship types through shipradiated noise is one of the tasks of ocean observation. The ocean environment is complex and changeable, such rapid environmental changes underline the difficulties of obtaining a huge amount of samples....

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Bibliographic Details
Main Authors: Zhuofan Xie, Rongbin Lin, Lingzhe Wang, Anmin Zhang, Jiaqing Lin, Xiaoda Tang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Marine Science
Subjects:
ship-radiated noise
data augmentation
generative adversarial network
deep learning
target classification
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2023.1113224/full

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https://www.frontiersin.org/articles/10.3389/fmars.2023.1113224/full

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