• DocumentCode
    1243610
  • Title

    Star recognition algorithm for APS star tracker: oriented triangles

  • Author

    Rousseau, G. Lamy au ; Bostel, J. ; Mazari, B.

  • Author_Institution
    Lab. de Recherche Balistique et Aerodynamique, Vernon
  • Volume
    20
  • Issue
    2
  • fYear
    2005
  • Firstpage
    27
  • Lastpage
    31
  • Abstract
    An efficient star pattern recognition algorithm is presented. The purpose of this algorithm is to make sure of the compatibility of the software and the imaging sensor noise level. The new CMOS APS sensors have not currently reached the same accuracy as the former CCD sensors in position as well as in magnitude determination, especially in the dynamic stages. This algorithm allows the system to recognize the star pattern 20% faster than with reference algorithms. No false recognition has been noticed. Used databases have a size 5 to 10 times smaller, depending on other reference algorithms. Oriented triangles are used to compare the measured star pattern with the catalogue stars. The triangle´s characterization criteria propose several solutions in a first time. A unique solution is selected by means of identification and validation methods in a second time. First results, presented hereinafter, are very encouraging, and this algorithm may be used in the future APS star trackers. APS star tracker robustness is significantly enhanced by this method during the critical navigation phases
  • Keywords
    CMOS image sensors; image recognition; space vehicles; APS star tracker; CCD sensors; CMOS APS sensors; catalogue stars; critical navigation phases; identification method; imaging sensor noise level; magnitude determination; oriented triangles; reference algorithms; space vehicle orientation; star pattern; star recognition algorithm; triangle characterization; validation methods; CMOS image sensors; Charge coupled devices; Image sensors; Noise level; Noise robustness; Pattern recognition; Quaternions; Satellites; Sensor arrays; Vehicle dynamics;
  • fLanguage
    English
  • Journal_Title
    Aerospace and Electronic Systems Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    0885-8985
  • Type

    jour

  • DOI
    10.1109/MAES.2005.1397146
  • Filename
    1397146