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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	International journal of intelligent systems Jg. 36; H. 12; S. 7204 - 7238
Hauptverfasser:	Zheng, Qinghe, Zhao, Penghui, Zhang, Deliang, Wang, Hongjun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York John Wiley & Sons, Inc 01.12.2021
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!