MR‐DCAE: Manifold regularization‐based deep convolutional autoencoder for unauthorized broadcasting identification

Nowadays, radio broadcasting plays an important role in people's daily life. However, unauthorized broadcasting stations may seriously interfere with normal broadcastings and further disrupt the management of civilian spectrum resources. Since they are easily hidden in the spectrum and are esse...

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Bibliographic Details

Published in:	International journal of intelligent systems Vol. 36; no. 12; pp. 7204 - 7238
Main Authors:	Zheng, Qinghe, Zhao, Penghui, Zhang, Deliang, Wang, Hongjun
Format:	Journal Article
Language:	English
Published:	New York John Wiley & Sons, Inc 01.12.2021
Subjects:	Back propagation deep convolutional autoencoder Intelligent systems Invariance manifold consistency manifold regularization Manifolds positive‐unlabeled problem Radio broadcasting Regularization unauthorized broadcasting identification Upper bounds
ISSN:	0884-8173, 1098-111X
Online Access:	Get full text
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