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How to implement MMSE in Matlab

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Hi,
can any plz help me to implement MMSE in matlab...

thanks
 

mmse matlab

can u explain a bit more?
 

matlab+mmse

for channel estimation or reciever or ?

Hi , bee try this

it is simple example between zero-forcing and MMSE by matlab.

Hope this inspire you.
 
mmse arabic version

its for the channel estimation and once channel is estimated we can multiply it with the recieved signal to get what we send. Can u help me out to implement it in MATLAB or ust give me the the idea abt it ?
 

matlab mmse

can any one plz help me ?
 
mmse in vietnamese

can u tell me a bit abt the code .

1. why u have used k1=1:4*N+1 and k2=1:2*N+1.
2. how did u train ur filter coefficients?
 

Re: MMSE in matlab???

hi friends,i am doing my master thesis on LTE.i am trying to implement mmse and svd estimation but i have some probleme

this is my mmse code,could some onw help me?

i have my pdp and its length is L.

SNR = 1/(noiseVar);
beta=1;
power_delay_profile=[power_delay_profile zeros(1,fftlen-(L))];
power_delay_profile=fft(power_delay_profile);
power_delay_profile=diag(power_delay_profile(carriers));

% Calculate frequency correlation matrix
R_hh =power_delay_profile;
R_hy = R_hh + (((beta/SNR)* eye(length(carriers))));
% Calculate LMMSE estimate
h_LMMSE = (R_hh*inv(R_hy)) * h_LS;



please help!

this is the paper i refer **broken link removed**
 

Re: MMSE in matlab???

You can implement this MMSE based critierion via LMS algorithm. Try and let me know if it is OK.



angelosebastianelli said:
hi friends,i am doing my master thesis on LTE.i am trying to implement mmse and svd estimation but i have some probleme

this is my mmse code,could some onw help me?

i have my pdp and its length is L.

SNR = 1/(noiseVar);
beta=1;
power_delay_profile=[power_delay_profile zeros(1,fftlen-(L))];
power_delay_profile=fft(power_delay_profile);
power_delay_profile=diag(power_delay_profile(carriers));

% Calculate frequency correlation matrix
R_hh =power_delay_profile;
R_hy = R_hh + (((beta/SNR)* eye(length(carriers))));
% Calculate LMMSE estimate
h_LMMSE = (R_hh*inv(R_hy)) * h_LS;



please help!

this is the paper i refer **broken link removed**
Click to expand...
 

Re: MMSE in matlab???

Hi, I'm also doing the same research. But my problem is how to find the power delay profile.
I read a paper that says frequency correlation matrix is fourrier the transform of power delay profile. But I just can't get how to find this power delay profile. Could we calculate this power delay profile using the pilots?
Thanks
 
Re: matlab+mmse

this was a great work done y maomun
 
Re: MMSE in matlab???

HI, I am having a project on MMSE too, I need to estimate the covariance matrix, and i don't know the value of channel variance, how do i get this value? Please someone help me.... thank you
 
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