• DocumentCode
    581531
  • Title

    H2 deconvolution fixed-lag smoothing for linear systems with multiplicative noises

  • Author

    Lu, Xiao ; Wang, Xi ; Wang, Haixia

  • Author_Institution
    Key Laboratory for Robot & Intelligent Technology of Shandong Province, Shandong University of Science and Technology, Qingdao, 266590, P.R. China
  • fYear
    2012
  • fDate
    25-27 July 2012
  • Firstpage
    155
  • Lastpage
    159
  • Abstract
    The paper is dealt with the H2 fixed-lag deconvolution smoothing problem for linear systems. The problem is different from the standard H2 deconvolution filter or smoother, since the system is disturbed with multiplicative noises. Furthermore, multiplicative noises both occur in the system state equation and the observation equations. The H2 fixed-lag deconvolution smoother is given by solving Riccati equations and Lyapunov equation based on the projection theorem and innovation analysis. An numerical example is give to show the efficiency of the proposed H2 fixed-lag deconvolution smoother.
  • Keywords
    Deconvolution; Equations; Estimation; Kalman filters; Smoothing methods; White noise; Deconvolution; Fixed-lag smoother; H2 smoothing; Riccati equation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2012 31st Chinese
  • Conference_Location
    Hefei, China
  • ISSN
    1934-1768
  • Print_ISBN
    978-1-4673-2581-3
  • Type

    conf

  • Filename
    6389919