A Modulation Recognition System for Underwater Acoustic Communication Signals Based on Higher-Order Cumulants and Deep Learning

A Modulation Recognition System for Underwater Acoustic Communication Signals Based on Higher-Order Cumulants and Deep Learning

Underwater acoustic channels, influenced by time-varying, space-varying, frequency-varying, and multipath effects, pose significant interference challenges to underwater acoustic communication (UWAC) signals, especially in non-cooperative scenarios. The task of modulating and identifying distorted s...

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Bibliographic Details
Main Authors: Run Zhang, Chengbing He, Lianyou Jing, Chaopeng Zhou, Chao Long, Jiachao Li
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Journal of Marine Science and Engineering
Subjects:
underwater acoustic communication
modulation recognition
higher-order cumulants
deep learning
Online Access:https://www.mdpi.com/2077-1312/11/8/1632

Internet

https://www.mdpi.com/2077-1312/11/8/1632

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