Appendix and References
Summary: This module provides a MATLAB program for processing Synthetic Aperture Radar (SAR) data as well as the references for our project.
Appendix
MATLAB Function for Processing SAR Data
function img = sar_lin(f,az_lin,iq_lin)
% INITIALIZATION
R=4*pi*f/3e8;% Transformation of Time Freqeuncy to Spatial Frequency
A=pi/180*az_lin;% Transformation of Angle in degree to radians
for j=1:147
A(j)=A(j)-2*pi;% Adjustment so that all angular values are between 0 and pi
end
% Initialization of Cartesian Grid
X=zeros(1,175);
Y=zeros(175,1);
for j=1:175
X(j)=208+(j-1);
Y(j)=208+(j-1);
end
val=zeros(175);% Initialize the matrix of values in the cartesian grid.
% INTERPOLATOR
for j=1:175
j % Update on how far we are.
for k=1:175
r=sqrt(X(j)^2+Y(k)^2);
a=atan(Y(k)/X(k));
if (r>R(1) & r<R(512))
% Data index of cartesian point
J=ceil((r-R(1))*511/(R(512)-R(1)));
K=ceil((a-A(1))*1540/(A(1541)-A(1)));
% Linearly interpolate the cartesian point with its 4 nearest neighbor polar data points.
% Interpolate in R
v0 = 1/(R(J+1)-R(J)) * ( iq_lin(J,K)*(R(J+1)-r) + iq_lin(J+1,K)*(r-R(J)) );
v1 = 1/(R(J+1)-R(J)) * ( iq_lin(J,K+1)*(R(J+1)-r) + iq_lin(J+1,K+1)*(r-R(J)) );
% Interpolate in THETA
val(j,k) = 1/(A(K+1)-A(K)) * ( v0*(A(K+1)-a) + v1*(a-A(K)) );
end
end
end
% Plot the interpolated values
figure(1)
imagesc(abs(val));
% Take the 2d inverse DFT to get the image
img = ifft2(val);
% Plot the image
figure(2)
imagesc(abs(img));
References
D. C. Munson Jr., J. D. O’Brien, W. K. Jenkins, “A Tomographic Formulation of Spotlight-Mode Synthetic Aperture Radar,” Proc. IEEE, vol. 71, pp 917-925, August 1983.
D. C. Munson Jr., R. L. Visentin, “A Signal Processing View of Strip-Mapping Synthetic Aperture Radar,” IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 37, no. 12, pp 2131-2147, December 1989.
G. D. Martin, A. W. Doerry, “SAR Polar Format Implementation with MATLAB,” Sandia National Laboratories, SAND2005-7413, November 2005.
P. Buxa, L. Gorham, Lt. M. Lukacs, “Mapping of a 2D SAR Backprojection Algorithm to an SRC Reconfigurable Computing MAP Processor,” Air Force Research Laboratory, Sensors Directorate.
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Last edited by Tianlai Lu on Dec 19, 2007 1:35 pm US/Central.