• DocumentCode
    154322
  • Title

    Improved fractional Kalman filter for variable order systems with lossy and delayed network

  • Author

    Ziubinski, Pawel ; Sierociuk, Dominik

  • Author_Institution
    Inst. of Control & Ind. Electron., Warsaw Univ. of Technol., Warsaw, Poland
  • fYear
    2014
  • fDate
    2-5 Sept. 2014
  • Firstpage
    159
  • Lastpage
    164
  • Abstract
    This paper presents generalization on the Improved Fractional Kalman Filter (ExFKF) for estimation over lossy network with packets delay. This generalization is based on the infinite dimensional form of a linear discrete fractional variable order state-space system and measurements equation augmentation. Some simulation cases are given in order to demonstrate the effectiveness of the proposed algorithms, with improvements in terms of estimation and smoothing results.
  • Keywords
    Kalman filters; delays; discrete systems; linear systems; state-space methods; ExFKF; delayed network; fractional Kalman filter; linear discrete fractional variable order state-space system; lossy network; measurements equation augmentation; packet delay; variable order systems; Equations; Estimation; Kalman filters; Loss measurement; Noise; Signal processing algorithms; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
  • Conference_Location
    Miedzyzdroje
  • Print_ISBN
    978-1-4799-5082-9
  • Type

    conf

  • DOI
    10.1109/MMAR.2014.6957342
  • Filename
    6957342