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
Link To Document