I just wanted to write a Monte Carlo code in Matlab for average and outage capacity of a channel.
Abhinav , you do know that MonteCarlo is generation of random set of #s (based on area under the curve integration ).
If you have the equations of outage capacity then we I can look at it and tell you how to write , since I do not have communication toolbox
Dear Abhinav
Look at this simple matlab program to determine MIMO channel capacity with Monte Carlo realization. , i hope that can be help you to solve your problem.
clear
clc
SNR_dB=[0:12];
SNR_linear=10.^(SNR_dB/10);
nT=3; nR=3; % 3x3 Tx and Rx antennas
n=min(nT,nR); % determine the rank of channel matrix
I = eye(n);
N_trial= 100; % Monte Carlo (Number of realization)
C = zeros(N_trial,length(SNR_dB));
for k=1:N_trial;
H = randn(nT,nR);
HH=abs(H*H');
for l=1:length(SNR_dB)
C(k,l) = C(k,l)+log2(real(det(I+(SNR_linear(l)/nT)*HH)));
end
end
C_m=mean(C);
% Plots
figure
plot(SNR_dB,C_m,'r-o');
hold on,
xlabel('SNR[dB]'); ylabel('bps/Hz');
grid on
title('MIMO channel capacity nT=nR=3')
I agree with Diyari Hassan's answer
https://www.osapublishing.org/oe/viewmedia.cfm?uri=oe-24-1-219&seq=0
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