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A Deep-Learning-Based GPS Signal Spoofing Detection Method for Small UAVs

The navigation of small unmanned aerial vehicles (UAVs) mainly depends on global positioning systems (GPSs). However, GPSs are vulnerable to attack by spoofing, which causes the UAVs to lose their positioning ability. To address this issue, we propose a deep learning method to detect the spoofing of...

Deskribapen osoa

Gorde:
Egile Nagusiak: Yichen Sun, Mingxin Yu, Luyang Wang, Tianfang Li, Mingli Dong
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: MDPI AG 2023-06-01
Saila:Drones
Gaiak:
global positioning system (GPS)
spoofing
convolutional neural network (CNN)
long short-term memory (LSTM)
support vector machines-synthetic minority oversampling technique (SVM-SMOTE)
principal component analysis (PCA)
Sarrera elektronikoa:https://www.mdpi.com/2504-446X/7/6/370
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