• DocumentCode
    3698818
  • Title

    Weighted measurement fusion fractional order Kalman estimator

  • Author

    Xiaojun Sun; Guangming Yan; Bo Zhang

  • Author_Institution
    Department of Automation, Heilongjiang University, Harbin, China
  • fYear
    2015
  • Firstpage
    327
  • Lastpage
    331
  • Abstract
    A weighted measurement fusion fractional order Kalman estimator is presented for the multisensor linear discrete fractional state-space systems with different measurement matrices and uncorrelated noises. It is rigorously proved that the weighted measurement fusion Kalman estimator is numerically identical to the centralized fusion Kalman estimator, so that it has the global optimality. The simulation example for a 3-sensors fractional order system shows its effectiveness.
  • Keywords
    "Weight measurement","Kalman filters","Noise measurement","Measurement uncertainty","Information filters","Stochastic systems","Smoothing methods"
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation and Information Sciences (ICCAIS), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/ICCAIS.2015.7338686
  • Filename
    7338686