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Author

Gábor Farkas

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Open access Sep 2026

Augmentation of Training Data for AI-based Drone Detection System

The increasing use of FPV drones in modern conflicts necessitates compact and energy-efficient detection systems capable of operating in dynamic electromagnetic environments. AI-based RF signal detection is a promising solution. However, its application can be limited by the lack of labelled datasets and the constraint...

Gábor Farkas · 0 citations
Preprint Jul 2026

Compact convolutional neural networks for AI-based drone detection system

This study investigates the use of lightweight convolutional neural networks for automated detection of drone signals captured by a software-defined radio-based electronic warfare framework and shows that compact models can achieve high detection accuracy while maintaining low computational requirements, making them su...

Gábor Farkas, Gábor Fazekas, Karakai Patrik et al. · 0 citations

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