Deep Learning-Based End-to-End Carrier Signal Detection in Broadband Power Spectrum

Deep Learning-Based End-to-End Carrier Signal Detection in Broadband Power Spectrum

This paper presents an end-to-end deep convolutional neural network (CNN) model for carrier signal detection in the broadband power spectrum, so-called spectrum center net (SCN). By regarding the broadband power spectrum sequence as a one-dimensional (1D) image and each subcarrier on the broadband a...

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Bibliographic Details
Main Authors: Hao Huang, Peng Wang, Jiao Wang, Jianqing Li
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Electronics
Subjects:
carrier signal detection
broadband power spectrum
deep learning
convolutional networks
regression
Online Access:https://www.mdpi.com/2079-9292/11/12/1896

Internet

https://www.mdpi.com/2079-9292/11/12/1896

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