hello sir i am calculating mean square for my two signals but its giving me constant mean square error..?
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clc
clear all
N=1024;
k=8;
d=16;
a=1;
b=5;
X=zeros(1,N);
X_p=randperm(N,k);
X_v1=rand(1,k);
X_v=a*X_v1+b;
X(X_p)=X_v;
x=ifft(X);
x1=0.1;
x2=0.5;
%X_v=[b,a+b];
X_re=zeros(1,N);
len=length(x);
% figure
% plot(x)
%
sss=4;
for l=1:sss;
xd(l,:)=downsample(x(l:len),sss);
XD(l,:)=fft(xd(l,:));
end
% plot(abs(xd(1,:)));
k_zero=[];
k_one=[];
k_two=[];
for kd=1:N/d
if XD(:,kd).^2<x1;
k_zero=[k_zero,kd];
else
if abs(XD(1,kd).^2)-(XD(2,kd).^2)<x2;
k_one=[k_one,kd];
X_k=[k_zero,k_one];
X_value1=XD(1,kd);
X_rel(X_k)=X_value1;
X_po=mean(abs(XD(1,kd)-(XD(2,kd))));
else
k_poss=[kd,kd+N/d];
% k_pair=[poss,kd+(kd-1)*(N/d)];
ss=[0,1,2,3];
kk=0;
poss=[];
for ii=1:N/d
poss=[poss,kd+(kd-1)*(N/d)];
for ii=1:length(poss)
k1=poss(ii);
for jj=kd+1:length(poss)
k2=poss(jj);
kk=kk+1;
k_p(kk,:)=[k1,k2];
A=[1, 1 ; exp(1i*2*pi*(k1-1)*(ss(2)/N)), exp(1i*2*pi*(k2-1)*(ss(2)/N));exp(1i*2*pi*(k1-1)*(ss(3)/N)) , exp(1i*2*pi*(k2-1)*(ss(3)/N)); exp(1i*2*pi*(k1-1)*(ss(4)/N)), exp(1i*2*pi*(k2-1)*(ss(4)/N))];
Aa(kk).A=A;
XF=pinv(A)*(XD(:,1));
xf(kk).XF=XF;
MSE(kk)=sum((XD(:,1))-(A*XF).^2);
end
end
end
end
end
end
plot(abs(MSE));
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