Assessment of EMI Effects on UAV Data Links

To assess the survivability of an unmanned aerial vehicle (UAV) in a complex electromagnetic environment, a novel method for assessing electromagnetic interference (EMI) threats to a UAV is introduced. A dataset of loss-of-lock thresholds for the UAV data link was generated through EMI injection tes...

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Vydané v:	IEEE transactions on electromagnetic compatibility Ročník 67; číslo 3; s. 786 - 799
Hlavní autori:	Zhang, Xiaolu, Chen, Yazhou, Zhao, Min, Li, Yansong
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 01.06.2025
Predmet:	Attenuators Autonomous aerial vehicles Data link Electromagnetic interference electromagnetic interference (EMI) effect extreme gradient boosting algorithm (XGBoost) genetic algorithm (GA) Mathematical models Monitoring Noise Power generation Predictive models Shapley additive explanations (SHAP) Signal generators Spread spectrum communication unmanned aerial vehicle (UAV)
ISSN:	0018-9375, 1558-187X
On-line prístup:	Získať plný text
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