Experimental Evaluation of Precision Positioning in Unmanned Aerial Systems Using Fiducial Markers

This paper presents the concept of optical navigation used in unmanned aerial systems based on fiducial markers. In this work, an idea of ArUco and AprilTag markers is presented. The paper provides an overview of existing solutions and comparison between other alternative navigation methods. The ideas presented in this article have been tested on real unmanned platforms based on ArduPilot software. The paper describes and compares landing touchdown precision while using regular GPS and optical navigation approach. Previously presented markers have been used as desired touchdown positioning.

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Publication Details

Journal
Electronics
Published
2026-04-10
DOI
https://doi.org/10.3390/electronics15081582
Primary Topic
Advanced Control and Stabilization in Aerospace Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Experimental Evaluation of Precision Positioning in Unmanned Aerial Systems Using Fiducial Markers

Artur Kierzkowski, Bartłomiej Dziewoński, Krzysztof Kaliszuk, Krzysztof Andrzejewski et al.
Electronics
Advanced Control and Stabilization in Aerospace Systems
article

Experimental Evaluation of Precision Positioning in Unmanned Aerial Systems Using Fiducial Markers

Artur Kierzkowski, Bartłomiej Dziewoński, Krzysztof Kaliszuk, Krzysztof Andrzejewski, Michał Szewczyk
article en

Abstract

This paper presents the concept of optical navigation used in unmanned aerial systems based on fiducial markers. In this work, an idea of ArUco and AprilTag markers is presented. The paper provides an overview of existing solutions and comparison between other alternative navigation methods. The ideas presented in this article have been tested on real unmanned platforms based on ArduPilot software. The paper describes and compares landing touchdown precision while using regular GPS and optical navigation approach. Previously presented markers have been used as desired touchdown positioning.

ElectronicsVol. 15(8)
Wrocław University of Science and Technology (PL), AGH University of Krakow (PL)
Openalex Percentile: Top 7%
Advanced Control and Stabilization in Aerospace Systems
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