Laser & Optoelectronics Progress, Volume. 59, Issue 14, 1415023(2022)

Autonomous Landing Algorithm of Fixed-Wing Unmanned Aerial Vehicle Based on Visual Guidance

Yunqiang Hu1、*, Yunfeng Cao2, Likui Zhuang2, and Xiaofeng Song1
Author Affiliations
  • 1College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, Jiangsu , China
  • 2College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, Jiangsu , China
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    Figures & Tables(12)
    Runway detection and recognition in sequence images
    Error between points and lines
    Experimental dataset
    Comparison of candidate region extraction methods
    Influence of detected line length integrity
    Tested points and lines
    Influence of each feature point and line on pose estimation
    Comparison of influence of noise on pose estimation algorithms
    Change of pose parameter error relative to distance between UAV and runway
    • Table 1. Effect of color space and similarity on ROI extraction

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      Table 1. Effect of color space and similarity on ROI extraction

      Color spaceCTSF
      HSV0.8850.8370.8170.910
      I0.9630.9540.9400.962
      Lab0.9510.9560.9300.964
      H0.7970.6450.7390.829
      RGB0.8860.9640.9320.964
    • Table 2. Results of each dataset

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      Table 2. Results of each dataset

      VideoResultRT /%
      199
      299
      398
      495
    • Table 3. Comparison with other algorithms

      View table

      Table 3. Comparison with other algorithms

      MethodProposed methodReference [15Reference [16
      RT98.48591
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    Yunqiang Hu, Yunfeng Cao, Likui Zhuang, Xiaofeng Song. Autonomous Landing Algorithm of Fixed-Wing Unmanned Aerial Vehicle Based on Visual Guidance[J]. Laser & Optoelectronics Progress, 2022, 59(14): 1415023

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    Paper Information

    Category: Machine Vision

    Received: Apr. 1, 2022

    Accepted: May. 25, 2022

    Published Online: Jul. 18, 2022

    The Author Email: Yunqiang Hu (hupenghyq@163.com)

    DOI:10.3788/LOP202259.1415023

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