Simulation with Matlab: wave scattering from a single body
Radar back signal received
First the animation: that is video from figure 3., introducing wave scattering and some stealthness principles.
Simulation and computationnal aspects rely on finite difference method, see for example (french) this page and also for example (also french) introduction to Matlab programming, and more specifically activities 8, simulation of monodimensionnal wave scattering, 9, simulation of bidimensionnal wave scattering, and 10, simulation of wave scattering inside a medium.
About the simulation and animation on which result is shown on top, the Matlab code is:
clear all;close all
clc;
c=8;
Lx=100;Ly=Lx;
Nx=150;Ny=150;
dx=Lx/Nx;dy=Ly/Ny;
x=linspace(0,Lx,Nx);
y=linspace(0,Ly,Ny);
dt=sqrt(dx^2+dy^2)/(2*c);
nu=1; % source frequency
Temis=4; % source emitting duration
T=20;
t=[0:dt:T];Nt=length(t);
gax=c^2*dt^2/dx^2;
gay=c^2*dt^2/dy^2;
% Source location
sx=round(Nx/8);
sy=round(Ny/8);
u=zeros(Nx,Ny,Nt);
% Obstacle
Ox=round(Nx/2);Oy=round(Ny/2);%centre
for k=2:Nt-1
for i=2:Nx-1
for j=2:Ny-1
tmp1=u(i-1,j,k)+u(i+1,j,k)-2*u(i,j,k);
tmp2=u(i,j-1,k)+u(i,j+1,k)-2*u(i,j,k);
u(i,j,k+1)=2*u(i,j,k)-u(i,j,k-1)+gax*tmp1+gay*tmp2;
end
end
if (k*dt<Temis)
u(sx,sy,k+1)=2*sin(2*pi*nu*k*dt);
else
u(sx,sy,k+1)=0;
end
%
% Obstacle(s):
for l=0:10
X=Ox+l;
for XX=-5:5
Z=X+XX;
u(Z,-Z+2*X,k+1)=0;
end
end
%
% Reflections parasites:
u(1,:,k+1)=u(2,:,k);
u(Nx,:,k+1)=u(Nx-1,:,k);
u(:,1,k+1)=u(:,2,k);
u(:,Ny,k+1)=u(:,Ny-1,k);
end
% Source drawing
u(sx,sy,:)=10;
for l=0:10
X=Ox+l;
for XX=-5:5
Z=X+XX;
u(Z,-Z+2*X,:)=10;
end
end
fig=figure(1);clf;whitebg('w')
colormap(jet)
MM=[];
for k=1:2:Nt
subplot(211);
%imagesc(squeeze(u(:,:,k)));
pcolor(squeeze(u(:,:,k)));
axis off,axis square
shading interp
caxis([-0.5 2])
%colorbar
subplot(212),hold on
pp=plot([1:k]*dt,squeeze(u(sx+3,sy+3,1:k)));
set(pp,'linewidth',3')
pp=plot(t,zeros(size(t)),'--k');
set(pp,'linewidth',0.5')
axis([0 T -0.6 0.6])
xlabel('Temps [ms]','fontsize',16)
ylabel('Amplitude','fontsize',16)
grid on
%pause(0.01)
MM=[MM getframe(fig)];
end
%break
movie2avi(MM,'film.avi')
Video resulting from
movie2avi
is usually a heavy (if not
really huge) one.
One can directly enable Matlab to use some codecs, see
movie2avi
parameters, via
help movie2avi
or, also see Matlab alternative solution to video generation:
VideoWriter
,
which is to used nearly the same way as movie2avi
,
but is a rather more complete with respect to codecs;
see the list of available "profiles"
VideoWriter.getProfiles()
Another alternative is to convert video after Matlab process, via for example
ffmpeg
ffmpeg -i film.avi film.mp4
which one can then use directly use, for example, inside html5 <video> (as at the top of page), or to convert to animated gif, via
convert
utility
(ImageMagic
software)
convert -loop 2 film.avi film.gif