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Airspeed estimation for UAVs using only propeller feedback

delete2025-10-04
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OA
AI
E
Evangelos Ntouros
P
Pavel Kelley
E
Ewoud J. J. Smeur
DOI:10.1016/j.ast.2025.110999delete
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Abstract

Abstract

En 中文
• Airspeed estimation using propeller power and rotational speed measurements. • Analytical airspeed model derived from simulation and experimental data. • Estimates airspeed without requiring a dynamic model of the vehicle. • In-flight identification of the model coefficients enables autonomous deployment. • Airspeed prediction error 5% in nominal forward flight conditions.
Keywords:
UAV airspeed estimation
airspeed analytical redundancy
propeller feedback
in-flight identification
data-driven modeling
BEM
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Journal

Aerospace Science and Technology cover
Aerospace Science and Technology
IF:
5.8
Papers:
1.0W
Citations:
3.0W

Organization

D
Delft University of Technology
Scholars:
2.6W
Papers: 2.5W
Citations: 3.8W