Hybrid Data Augmentation and Dual-Stream Spatiotemporal Fusion Neural Network for Automatic Modulation Classification in Drone Communications

Hybrid Data Augmentation and Dual-Stream Spatiotemporal Fusion Neural Network for Automatic Modulation Classification in Drone Communications

Automatic modulation classification (AMC) is one of the most important technologies in various communication systems, including drone communications. It can be applied to confirm the legitimacy of access devices, help drone systems better identify and track signals from other communication devices,...

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Bibliographic Details
Main Authors: An Gong, Xingyu Zhang, Yu Wang, Yongan Zhang, Mengyan Li
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Drones
Subjects:
deep learning
attention mechanism
data augmentation
automatic modulation classification (AMC)
spatiotemporal feature fusion
drone communication
Online Access:https://www.mdpi.com/2504-446X/7/6/346

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https://www.mdpi.com/2504-446X/7/6/346

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