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Next: The finite difference method Up: No Title Previous: Introduction

The initial value method

Let tex2html_wrap_inline486 be the cube circumscribed to the reconstruction region tex2html_wrap_inline488 with edges parallel to the coordinate axes and aligned with the direction tex2html_wrap_inline490 of the j-th incoming wave. Let tex2html_wrap_inline494 be the face lying in the plane tex2html_wrap_inline496 , and let tex2html_wrap_inline498 be the other faces of tex2html_wrap_inline486 . Rather than working with the scattered fields tex2html_wrap_inline412 we use the scaled scattered fields tex2html_wrap_inline504 which satisfy

  equation80

Note that we do not make the parabolic approximation [8], i.e. we do not assume that the second derivative of tex2html_wrap_inline506 in direction tex2html_wrap_inline484 is small compared to tex2html_wrap_inline510 .

In [12] we haved analysed the stability of the initial value problem

  equation86

for this elliptic differential equation. Let

displaymath512

be the 2D Fourier transform of w in the plane tex2html_wrap_inline516 . We found that tex2html_wrap_inline518 depends in a perfectly stable way on the initial values for tex2html_wrap_inline506 on tex2html_wrap_inline522 for all frequencies tex2html_wrap_inline524 where tex2html_wrap_inline526 is some number depending essentially on k and, to a minor extent, on f. In ultrasound tomography we can choose tex2html_wrap_inline526 slightly smaller than k, typically tex2html_wrap_inline536 .

Thus we may define a nonlinear map tex2html_wrap_inline538 by putting

  equation101

The inverse scattering problem now calls for the solution of the nonlinear system

  equation105

As in [12] this is done by an ART-type procedure. Starting out from an initial approximation tex2html_wrap_inline540 , we put tex2html_wrap_inline542 and for tex2html_wrap_inline410

displaymath546

The first approximation tex2html_wrap_inline548 is then defined to be tex2html_wrap_inline550 . For tex2html_wrap_inline552 we simply take the operator tex2html_wrap_inline554 where tex2html_wrap_inline452 is chosen such that, in the limit tex2html_wrap_inline558 , tex2html_wrap_inline560 , i.e. tex2html_wrap_inline562 [10]. The evaluation of tex2html_wrap_inline564 for some tex2html_wrap_inline566 can be done as follows: Solve the initial value problem

  eqnarray115

Then,

displaymath568

where tex2html_wrap_inline506 is the solution of (2.1) - (2.2). Of course the stability properties of (2.5) are exactly as discussed above.


next up previous
Next: The finite difference method Up: No Title Previous: Introduction

Frank Wuebbeling
Fri Jun 28 15:42:55 MET DST 1996