Deep Learning Models for Passive Sonar Signal Classification of Military Data

Deep Learning Models for Passive Sonar Signal Classification of Military Data

The noise radiated from ships can be used for their identification and classification using passive sonar systems. Several techniques have been proposed for military ship classification based on acoustic signatures, which can be acquired through controlled experiments performed in an acoustic lane....

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Bibliographic Details
Main Authors: Júlio de Castro Vargas Fernandes, Natanael Nunes de Moura Junior, José Manoel de Seixas
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Remote Sensing
Subjects:
passive sonar system
LOFAR analysis
deep learning
convolutional neural networks
generative adversarial networks
quadrant analysis
Online Access:https://www.mdpi.com/2072-4292/14/11/2648

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