A Deep Learning Framework for Signal Detection and Modulation Classification

A Deep Learning Framework for Signal Detection and Modulation Classification

Deep learning (DL) is a powerful technique which has achieved great success in many applications. However, its usage in communication systems has not been well explored. This paper investigates algorithms for multi-signals detection and modulation classification, which are significant in many commun...

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Bibliographic Details
Main Authors: Xiong Zha, Hua Peng, Xin Qin, Guang Li, Sihan Yang
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Sensors
Subjects:
deep learning
signal detection
modulation classification
the single shot multibox detector networks
the multi-inputs convolutional neural networks
Online Access:https://www.mdpi.com/1424-8220/19/18/4042

Internet

https://www.mdpi.com/1424-8220/19/18/4042

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