• DocumentCode
    1176918
  • Title

    Calculating moments of exponential densities using differential algebraic equations

  • Author

    Rauh, Andreas ; Hanebeck, Uwe D.

  • Author_Institution
    Dept. of Meas., Univ. of Ulm, Germany
  • Volume
    10
  • Issue
    5
  • fYear
    2003
  • fDate
    5/1/2003 12:00:00 AM
  • Firstpage
    144
  • Lastpage
    147
  • Abstract
    This article introduces an efficient approach for calculating the moments of exponential densities. Usually, the desired moments are obtained by means of numerical integration, which is impractical due to its computational complexity and the underlying infinite integration intervals. The new approach relies on an exact conversion of these integrals into a system of ordinary differential equations with algebraic constraints. The desired moments are then obtained by solving this system of differential algebraic equations over a finite "time" interval. The resulting procedure is simple to implement and typically reduces the computational burden by one order of magnitude.
  • Keywords
    differential equations; filtering theory; nonlinear filters; state estimation; algebraic constraints; computational complexity; differential algebraic equations; differential equations; exponential densities; finite time interval; infinite integration intervals; integrals; moments calculation; moments of exponential; nonlinear filtering; numerical integration; state estimation; Automatic control; Computational complexity; Differential algebraic equations; Differential equations; Filtering; Integral equations; Nonlinear equations; Polynomials; State estimation; Vectors;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2003.810022
  • Filename
    1193035