• DocumentCode
    574423
  • Title

    D-optimal experimental design for calibration deterministic errors of DTG

  • Author

    Li Fu ; Xi Yang ; Ling Ling Wang ; Jianghai Hu

  • Author_Institution
    Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
  • fYear
    2012
  • fDate
    27-29 June 2012
  • Firstpage
    3968
  • Lastpage
    3973
  • Abstract
    This paper presents a novel experimental design for greatly improving the calibration accuracy of the acceleration-insensitive and the acceleration-sensitive biases of the dynamically tuned gyroscopes. A novel calibration procedure based on D-optimality criteria and real code genetic algorithm (RCGA) is established. In order to reduce experiment cost, the D-optimality criteria is constructed with constraints. The experiment results show that the new experimental procedure achieves better calibration results with only 12-position which is half the cost of the widely adopted 24-position experimental procedure. The experimental procedure proposed in this paper has been proved to be simple and efficient in calibrating Dynamically Tuned Gyro (DTG).
  • Keywords
    acceleration; calibration; cost reduction; design of experiments; genetic algorithms; gyroscopes; navigation; tuning; 12-position experimental procedure; D-optimal experimental design; DTG; RCGA; acceleration-insensitive biases; acceleration-sensitive biases; calibration deterministic errors; dynamically tuned gyro calibration; dynamically tuned gyroscopes; experiment cost reduction; real code genetic algorithm; Acceleration; Accuracy; Calibration; Educational institutions; Equations; Genetic algorithms; Mathematical model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2012
  • Conference_Location
    Montreal, QC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4577-1095-7
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2012.6315008
  • Filename
    6315008