Mathematics – Analysis of PDEs
Scientific paper
2012-01-03
Mathematics
Analysis of PDEs
Scientific paper
The quantitative thermo-acoustic imaging is considered in this paper. Given several data sets of electromagnetic data, we first establish an exact formula for the absorption coefficient, which involves derivatives of the given data up to the third order. However, because of the dependence of such derivatives, this formula is unstable in the sense that small measurement noises may cause large errors. Hence, with the presence of noise, the obtained formula, together with noise regularization, provides an initial guess for the true absorption coefficient. We next correct the errors by deriving a reconstruction formula based on the least square solution of an optimal control problem and show that this optimization step reduces the errors occurring.
Ammari Habib
Garnier Josselin
Jing Wenjia
Nguyen Loc
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