MobileRaT: A Lightweight Radio Transformer Method for Automatic Modulation Classification in Drone Communication Systems

MobileRaT: A Lightweight Radio Transformer Method for Automatic Modulation Classification in Drone Communication Systems

Nowadays, automatic modulation classification (AMC) has become a key component of next-generation drone communication systems, which are crucial for improving communication efficiency in non-cooperative environments. The contradiction between the accuracy and efficiency of current methods hinders th...

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Bibliographic Details
Main Authors: Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Yao Ding, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Drones
Subjects:
drone communications
non-cooperative communications
cognitive radio
automatic modulation classification (AMC)
deep learning
lightweight transformer
Online Access:https://www.mdpi.com/2504-446X/7/10/596

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