• DocumentCode
    3136121
  • Title

    Fractional order Kalman filter

  • Author

    Sun, Xiaojun ; Yan, Guangming

  • Author_Institution
    Electr. Eng. Inst., Heilongjiang Univ., Harbin, China
  • Volume
    2
  • fYear
    2011
  • fDate
    25-28 July 2011
  • Firstpage
    836
  • Lastpage
    838
  • Abstract
    This paper presents a Fractional Kalman filter for the linear fractional order discrete state-space systems. The detail derivation is given. Because the description of fractional order is more accurate then that given by integer order, and the proposed fractional Kalman filtering is more universal and practical. The proposed result has important applications in the fields of signal processing, system modeling and identification. A simulation example shows its effectiveness.
  • Keywords
    Kalman filters; discrete systems; state-space methods; discrete state-space systems; fractional Kalman filter; linear fractional order systems; Fractional calculus; Kalman filters; Matrices; Matrix converters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4577-0813-8
  • Type

    conf

  • DOI
    10.1109/ICICIP.2011.6008365
  • Filename
    6008365