Research on Several Neural Network Structure for Automatic Modulation Recognition

With the rapid development of communication technology, Automatic Modulation Recognition (AMR) based on Deep learning (DL) performs well relying on its unique advantages. However, due to the wide variety of neural networks, it is important to compare and analyze their performance and applicability u

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.4108/eai.21-11-2024.2354628
Primary Topic
Wireless Signal Modulation Classification
Type
article
Field-Weighted Citation Impact
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article

Research on Several Neural Network Structure for Automatic Modulation Recognition

Yidong Xu
Wireless Signal Modulation Classification
article

Research on Several Neural Network Structure for Automatic Modulation Recognition

Yidong Xu
article en

Abstract

With the rapid development of communication technology, Automatic Modulation Recognition (AMR) based on Deep learning (DL) performs well relying on its unique advantages. However, due to the wide variety of neural networks, it is important to compare and analyze their performance and applicability u

Xidian University (CN)
Openalex Percentile: Top 98%
Wireless Signal Modulation Classification
DOIOpen Access PDFOpenAlex
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Research on Several Neural Network Structure for Automatic Modulation Recognition — Yidong Xu · (2025) | TGRS Research Map | TGRS