how can i write a program that transmits a signal through a AWGN channel .. showing the effect of the noise?? how can i compute bit error rate and signal to noise ration and then plot them togother using matlab
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l=10^4; // total number of transmitted bits (no. of si)
errorcounter=0;
snr=[1:15]; // range of signal to noise ratio
nni=randn(l); // the noise before multiplying it by std (standard deviation)
si=[+1 +1 -1 -1 -1 +1 -1 +1]; // my signal (is there a way to create such array without writting the whole elements like i did?)
for i=1:15
stdn=sqrt(10^(-snr/10))
ni=nni*stdn; // this is the noise that will affect the signal si
ri=ni+si; // my output
if ri>0
sdi=1; //my new array element the final result
elseif ri<=0
sdi=-1;
elseif sdi ~= si then errorcounter=errorcounter+1 // error occured
end
end
ber=errorcounter/l;
end
plot(snr,ber)
i tried to run this prog on matlab and there were lots of errors .. is there an alternate prog .. thanx alot
採用された回答
Walter Roberson
2012 年 12 月 21 日
Your nii is randn(l) and l is 10^4. According to the randn documentation,
r = randn(n) returns an n-by-n matrix containing pseudorandom values drawn from the standard normal distribution.
so nii will be a 10^4 by 10^4 matrix.
You calculate,
stdn=sqrt(10^(-snr/10))
and your snr is [1:15] which is a 1 x 15 matrix, so your stdn will be a 1 x 15 matrix.
Then you have
ni=nni*stdn;
so you are asking to multiply a 10^4 x 10^4 matrix, by a 1 x 15 matrix. What output were you hoping for from the multiplication?
If you had created nii = rand(10^4,1) then you would be multiplying a 10^4 x 1 matrix by a 1 x 15 matrix. The "*" operator is matrix multiplication, which is defined when the two inner dimensions (the second dimension of the first matrix, the first dimension of the second matrix) are the same size. In that case the output would be a 10^4 x 15 matrix. Is that what you were hoping for, to multiply each different random value by each different snr value ?
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