mlsanityData to 14 Oct 2026

A Precision Drone Landing System using Visual and IR Fiducial Markers and a Multi-Payload Camera

arXiv 2403.03806 ↗First posted 6 Mar 2024cs.RO cs.CVcited by 1

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Abstract (arXiv)

We propose a method for autonomous precision drone landing with fiducial markers and a gimbal-mounted, multi-payload camera with wide-angle, zoom, and IR sensors. The method has minimal data requirements; it depends primarily on the direction from the drone to the landing pad, enabling it to switch dynamically between the camera's different sensors and zoom factors, and minimizing auxiliary sensor requirements. It eliminates the need for data such as altitude above ground level, straight-line distance to the landing pad, fiducial marker size, and 6 DoF marker pose (of which the orientation is problematic). We leverage the zoom and wide-angle cameras, as well as visual April Tag fiducial markers to conduct successful precision landings from much longer distances than in previous work (168m horizontal distance, 102m altitude). We use two types of April Tags in the IR spectrum - active and passive - for precision landing both at daytime and nighttime, instead of simple IR beacons used in most previous work. The active IR landing pad is heated; the novel, passive one is unpowered, at ambient temperature, and depends on its high reflectivity and an IR differential between the ground and the sky. Finally, we propose a high-level control policy to manage initial search for the landing pad and subsequent searches if it is lost - not addressed in previous work. The method demonstrates successful landings with the landing skids at least touching the landing pad, achieving an average error of 0.19m. It also demonstrates successful recovery and landing when the landing pad is temporarily obscured.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 5 of its 31 references that are in the map. First posted on arXiv 6 Mar 2024.

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5 of 31 references.

References · 5

  1. 2022InfraredTags: Embedding Invisible AR Markers and Barcodes Using Low-Cost, Infrared-Based 3D Printing and Imaging Toolscited by 8
  2. 2016Autonomous Landing of a Multirotor Micro Air Vehicle on a High Velocity Ground Vehiclecited by 2
  3. 2019Marker based Thermal-Inertial Localization for Aerial Robots in Obscurant Filled Environmentscited by 2
  4. 2022Autonomous Drone Landing with Fiducial Markers and a Gimbal-Mounted Camera for Active Trackingcited by 2
  5. 2022Evaluation of Orientation Ambiguity and Detection Rate in April Tag and WhyCodecited by 1

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