Reconstruction of a nonlinear source term in a semi-linear wave equation
Author
Summary, in English
An inverse source problem associated with a semi-linear transport or one-way wave equation in one
spatial dimension is considered. It is shown an analytic solution to the inverse problem can be
given and furthermore, that this inverse problem of determination of a source function is
ill-posed, and must be regularised. A novel regularisation scheme which combines least squares
monotone approximation and mollification of the noisy data is used to provide this regularisation.
Proof of convergence of this regularisation scheme of \emph{monotone smoothing} is given. Numerical
solutions from the inverse problems are presented showing that the method is robust to noisy
signals.
The solution of this inverse problem is also shown to illustrate the behaviour of more complex
problems from electromagnetism and nonlinear optics. The mathematical techniques that are developed
are therefore applicable to other sets of nonlinear first order equations. The method is therefore
model independent.
spatial dimension is considered. It is shown an analytic solution to the inverse problem can be
given and furthermore, that this inverse problem of determination of a source function is
ill-posed, and must be regularised. A novel regularisation scheme which combines least squares
monotone approximation and mollification of the noisy data is used to provide this regularisation.
Proof of convergence of this regularisation scheme of \emph{monotone smoothing} is given. Numerical
solutions from the inverse problems are presented showing that the method is robust to noisy
signals.
The solution of this inverse problem is also shown to illustrate the behaviour of more complex
problems from electromagnetism and nonlinear optics. The mathematical techniques that are developed
are therefore applicable to other sets of nonlinear first order equations. The method is therefore
model independent.
Publishing year
2002
Language
English
Publication/Series
Technical Report LUTEDX/(TEAT-7108)/1-28/(2002)
Full text
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Links
Document type
Report
Publisher
[Publisher information missing]
Topic
- Electrical Engineering, Electronic Engineering, Information Engineering
Status
Published
Report number
TEAT-7108
Research group
- Electromagnetic theory