Description
Your dog fluffy swallowed a marble. The vet suspects that it has now worked its way into the intestines.
Using ultrasound, data is obtained concerning the spatial variations in a small area of the intestines where the
marble is suspected to be.
Unfortunately, fluffy keeps moving and the internal fluid movement through the
intestines generates highly noisy data.
Do you want your dog to live? In order to save your dog’s life you must locate and compute the trajectory of
the marble. Download the file Testdata.mat that was included with the homework. This contains 20 rows
of data for 20 different measurements that were taken in time.
1. Through averaging of the spectrum, determine the frequency signature (center frequency) generated by
the marble.
2. Filter the data around the center frequency determined above in order to denoise the data and determine
the path of the marble. (use plot3 to plot the path once you have it)
3. Where should an intense acoustic wave be focused to breakup the marble at the 20th data measurement.
Good luck, and I hope your dog doesn’t die.
The following code will help you get started in analyzing the data. It also tells you the spatial and spectral
resolution of your ultrasound equipment. (NOTE: the reason for the close all command before isosurface is
that isosurface doesn’t seem to clear the previous image before plotting a new one)
clear; close all; clc;
load Testdata
L=15; % spatial domain
n=64; % Fourier modes
x2=linspace(-L,L,n+1); x=x2(1:n); y=x; z=x;
k=(2*pi/(2*L))*[0:(n/2-1) -n/2:-1]; ks=fftshift(k);
[X,Y,Z]=meshgrid(x,y,z);
[Kx,Ky,Kz]=meshgrid(ks,ks,ks);
for j=1:20
Un(:,:,:)=reshape(Undata(j,:),n,n,n);
close all, isosurface(X,Y,Z,abs(Un),0.4)
axis([-20 20 -20 20 -20 20]), grid on, drawnow
pause(1)
end
