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Numerical experiments

In a first test we checked the initial value method for accuracy. We solved the forward problem (1.1) for the function

  equation171

and k = 50 analytically and compared the exact solution with the approximate solution of the initial value method for h = 32. We found satisfactory agreement.

In a second test we used the exact data for (4.1) and k = 50 as input to our reconstruction method with p = 25, q = 32. As initial approximation we chose (4.1) with 0.2 replaced by 0.1. After 3 sweeps of our algorithm we obtained a reconstruction very similar to a low pass filtered version of f with cut off 50.

Finally we created a 3D breastphantom, see Fig. 1. It consists of fat, glandular tissue, a tumor and a cyst. The breast is suspended in a cube of sidelength 12 cm which is filled with water. f is given by

  equation180

with tex2html_wrap_inline626 m sec tex2html_wrap_inline628 the speed of sound in water. The values of c and tex2html_wrap_inline632 (at 1MHz) are

tabular190

Since the top face of the cube is not accessible, we have to modify the finite difference method (3.1). We stipulate the boundary condition tex2html_wrap_inline674 on the top face of tex2html_wrap_inline486 , i.e. we let n run from -q to q and put tex2html_wrap_inline684 . The boundary value problem (2.5) for z has to be changed accordingly. Of course this procedure is questionable, but at the present state of our work we just don't know anything better.

We generated data for p = 32 equally spaced directions in tex2html_wrap_inline690 using our initial value method with q = 32, i.e. h = 6cm/32 = 1.875mm. The frequency of the iradiating waves was chosen to be 250 KHz, i.e. k = 10.47cm tex2html_wrap_inline628 . This corresponds to a wavelength of 6mm. After three sweeps of our algorithm we obtained a reconstruction in which the cyst and the tumor where clearly visible and distinguishable. The computing time per sweep on a SPARC 20 was 10 minutes.


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

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