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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Bibliographic Details
Published in:	IEEE transactions on electromagnetic compatibility Vol. 67; no. 3; pp. 786 - 799
Main Authors:	Zhang, Xiaolu, Chen, Yazhou, Zhao, Min, Li, Yansong
Format:	Journal Article
Language:	English
Published:	IEEE 01.06.2025
Subjects:	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
Online Access:	Get full text
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