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April 12, 2026Electronics0 citationsOpen Access

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

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KAKrzysztof AndrzejewskiWrocław University of Science and TechnologyBDBartłomiej DziewońskiWrocław University of Science and TechnologyAKArtur KierzkowskiWrocław University of Science and Technology

Key Points

  • This research evaluates the effectiveness of optical navigation using fiducial markers in unmanned aerial systems.
  • Comparison of optical navigation using fiducial markers with traditional GPS methods
  • Testing conducted on unmanned aerial platforms utilizing ArduPilot software
  • Measurement of touchdown precision during landing
  • Optical navigation improved landing precision compared to traditional GPS methods
  • Fiducial markers like ArUco and AprilTag showed effective positioning capabilities

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.

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Cite This Study

Andrzejewski et al. (2026) studied this question.

synapsesocial.com/papers/69db383b4fe01fead37c6730https://doi.org/10.3390/electronics15081582
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Estimating OpenCV ArUco performance from linear camera and scene parameters2024 · 2 citations
  2. 2Embedded Vision Modules for Text Recognition and Fiducial Markers Tracking2018 · 4 citations
  3. 3Detection of Aruco Markers Using the Quadrilateral Sum Conjuncture2018 · 10 citations
  4. 4The Effect of ArUco Marker Size, Number, and Distribution on the Localization Performance of Fixed-Point Targets2023 · 3 citations
  5. 5Vision-based autonomous docking and re-charging system for mobile robot in warehouse environment2017 · 22 citations