• DocumentCode
    1904134
  • Title

    Study on Combined Forecasting of Stabilized Platform Motion Attitude

  • Author

    Lu, Jianshan ; Wang, Changming ; Zhang, Aijun ; Hu, Weiwei

  • Author_Institution
    Sch. of Mech. Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
  • Volume
    3
  • fYear
    2012
  • fDate
    23-25 March 2012
  • Firstpage
    694
  • Lastpage
    697
  • Abstract
    Aiming at the time delay existing in measuring process of stabilized platform motion attitude, a novel combined forecasting method based on hierarchical structure theory is proposed. AR(p) model and metabolism GM(1, 1) model are employed as single models, and hierarchical structure based weight determining method is used to ascertain the weights of each single model. To improve the forecasting precision, residual errors are compensated with GM(1, 1) model. At the end of the paper, simulation analysis with observed data from stabilized platform experiment is carried out, and the simulation results show that the method is effective.
  • Keywords
    delays; forecasting theory; queueing theory; combined forecasting; forecasting method; hierarchical structure theory; simulation analysis; stabilized platform motion attitude; time delay; Adaptation models; Analytical models; Biochemistry; Data models; Forecasting; Indexes; Predictive models; 1); AR (p); Combined Forecasting; GM (1; Hierarchical Structure; Stabilized Platform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4673-0689-8
  • Type

    conf

  • DOI
    10.1109/ICCSEE.2012.393
  • Filename
    6188267