Title :
Convergence problems and optimal parameter estimation in FFT-based method of numerical inversion of two-dimensional Laplace transforms
Author :
Bran ík, Lubomír
Author_Institution :
Fac. of Electr. Eng. & Commun., Brno Univ. of Technol., Czech Republic
Abstract :
When solving certain partial differential equations, namely those describing transient behaviour of linear dynamical systems, Laplace transforms in two variables can very be useful. However, it is often either too difficult or impossible to get their objects by analytic method. There were developed a few methods that enable finding the objects numerically. One of them is the FFT-based method recently published and verified using Matlab language. Its main advantage lies in high speed of computation, however, a proper technique of convergence acceleration has to be applied to achieve required accuracy. It was shown either the epsilon or quotient-difference algorithms are convenient for this purpose. In this paper, the error analysis and the estimation of optimal parameters for the FFT-based 2D-NILT in conjunction with quotient-difference algorithm are newly carried out.
Keywords :
Laplace transforms; convergence of numerical methods; error analysis; fast Fourier transforms; linear systems; mathematics computing; parameter estimation; partial differential equations; FFT; Matlab language; convergence problem; epsilon algorithm; error analysis; linear dynamical systems; numerical inversion; optimal parameter estimation; partial differential equations; quotient difference algorithm; transient behaviour; two dimensional Laplace transforms; Acceleration; Convergence of numerical methods; Error analysis; Error correction; Fourier series; Frequency; Laplace equations; Magnetic force microscopy; Parameter estimation; Partial differential equations;
Conference_Titel :
Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
Print_ISBN :
0-7803-8346-X
DOI :
10.1109/MWSCAS.2004.1353910