• DocumentCode
    3777926
  • Title

    Fractional order Kalman fuser

  • Author

    Xiao-Jun Sun; Guang-Ming Yan; Bo Zhang

  • Author_Institution
    Department of Automation, Heilongjiang University, Harbin, China
  • fYear
    2015
  • Firstpage
    452
  • Lastpage
    456
  • Abstract
    Based on the measurement fusion algorithm, a fractional order Kalman fuser is presented for the multisensor linear discrete time-varying fractional state-space systems with different measurement matrices and uncorrelated noises. It is rigorously proved that the fuser is numerically identical to the centralized fusion fractional order Kalman estimator, so that it has the global optimality. The simulation example for a 3-sensors time-varying fractional order system shows its effectiveness.
  • Keywords
    "Weight measurement","Time-varying systems","Noise measurement","Information filters","Fractional calculus"
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2015 12th International Computer Conference on
  • Type

    conf

  • DOI
    10.1109/ICCWAMTIP.2015.7494029
  • Filename
    7494029