• DocumentCode
    3218616
  • Title

    Application of Matlab to the vision-based navigation of UAVs

  • Author

    Chen, Y.C. ; Hsiao, F.Y. ; Shen, J.F. ; Hung, F.C. ; Lin, S.Y.

  • Author_Institution
    Aerosp. Eng., Tamkang Univ., Tamsui, Taiwan
  • fYear
    2010
  • fDate
    9-11 June 2010
  • Firstpage
    877
  • Lastpage
    882
  • Abstract
    The application of Matlab to the vision-based navigation of unmanned aerials vehicles (UAVs) is investigated in this paper. Speaking of hardware implementation, researchers conventionally turn to the C code. However, it is usually not easy as dealing with sophisticated algorithms. Alternatively, we think Matlab an ideal candidate to navigate and control UAVs, not only because of its powerful functions on matrix operation and image processing, but also due to its capability of collaboration with hardware. In this research, the UAV is navigated with vision-based equipments, and Matlab is selected as the platform of development, from analysis to the whole hardware hierarchy. Two types of navigation problems are introduced as potential applications, and corresponding navigation laws are proposed taking Matlab into account. Experiments are also designed to examine the results, and processing time and successful rate are introduced as indices of performance. It is shown that Matlab and the proposed navigation laws are ideal platform and algorithms, respectively, to navigate UAVs.
  • Keywords
    aerospace engineering; aircraft navigation; image processing; mathematics computing; mobile robots; remotely operated vehicles; Matlab; UAV control; image processing; matrix operation; unmanned aerials vehicle; vision based equipment; vision based navigation; Aerospace engineering; Aircraft navigation; Charge-coupled image sensors; Hardware; Image processing; Laboratories; Motion planning; Roads; Target tracking; Unmanned aerial vehicles; Hardware implementation; Matlab; Navigation; Unmanned aerial vehicles (UAVs); Vision-based navigation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Automation (ICCA), 2010 8th IEEE International Conference on
  • Conference_Location
    Xiamen
  • ISSN
    1948-3449
  • Print_ISBN
    978-1-4244-5195-1
  • Electronic_ISBN
    1948-3449
  • Type

    conf

  • DOI
    10.1109/ICCA.2010.5524267
  • Filename
    5524267