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Deep Complex-Valued Convolutional Neural Network for Drone Recognition Based on RF Fingerprinting

Drone-aided ubiquitous applications play important roles in our daily lives. Accurate recognition of drones is required in aviation management due to their potential risks and disasters. Radiofrequency (RF) fingerprinting-based recognition technology based on deep learning (DL) is considered an effe...

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Principais autores: Jie Yang, Hao Gu, Chenhan Hu, Xixi Zhang, Guan Gui, Haris Gacanin
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-11-01
Serier:Drones
Fag:
drone recognition
RF fingerprinting
deep learning
deep complex-valued network
convolutional neural network
physical layer security
Online adgang:https://www.mdpi.com/2504-446X/6/12/374
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