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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Vydáno v:	International journal of intelligent systems Ročník 36; číslo 12; s. 7204 - 7238
Hlavní autoři:	Zheng, Qinghe, Zhao, Penghui, Zhang, Deliang, Wang, Hongjun
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York John Wiley & Sons, Inc 01.12.2021
Témata:	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
On-line přístup:	Získat plný text
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