An Automatic Modulation Recognition Algorithm Based on Time–Frequency Features and Deep Learning with Fading Channels

An Automatic Modulation Recognition Algorithm Based on Time–Frequency Features and Deep Learning with Fading Channels

Automatic modulation recognition (AMR) stands as a crucial core technology within the realm of signal processing and perception, playing a significant part in harsh electromagnetic environments. The time–frequency image (TFI) of communication signals can manifest modulation characteristics and serve...

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Bibliographic Details
Main Authors: Xiaoya Zuo, Yuan Yang, Rugui Yao, Ye Fan, Lu Li
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Remote Sensing
Subjects:
automatic modulation recognition
time–frequency analysis
deep learning
composite dense-residual neural network
Online Access:https://www.mdpi.com/2072-4292/16/23/4550
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