% MATLAB script for Illustrative Problem 2.4.
clear
echo on
N=1000;
M=50;
Rx_av=zeros(1,M+1);
Sx_av=zeros(1,M+1);
for j=1:10,        % Take the ensemble average over ten realizations
   X=rand(1,N)-1/2;    % N i.i.d. uniformly distributed random variables
               % between -1/2 and 1/2.
   Rx=rx_est(X,M);          % autocorrelation of the realization
   Sx=fftshift(abs(fft(Rx)));   % power spectrum of the realization
   Rx_av=Rx_av+Rx;          % sum of the autocorrelations
   Sx_av=Sx_av+Sx;          % sum of the spectrums
   echo off ; 
end;
echo on ; 
Rx_av=Rx_av/10;                 % ensemble average autocorrelation
Sx_av=Sx_av/10;             % ensemble average spectrum
% Plotting comments follow