Vector Generation Through Loop

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Hello everyone.
So I'm a beginner and I am trying to generate a smooth signal w from an original signal r
a is a constant
w(k+j) = a*w(k+j-1)+(1-a)*r(k+j) for j = 1 , 2 , ... , N
How can implement this signal and store the value of every iteration to form a vector w
Thanks in advance!

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Sriram Tadavarty
Sriram Tadavarty 2020-3-14
Hi Saleh,
This can be done through for loop. The documentation link to for loop is https://www.mathworks.com/help/matlab/ref/for.html. Please go through this to have easy going.
The code for what is asked is: (There is no intimation of k in the condition)
% Consider a random signal of length N
N = 100;
r = rand(N,1);
% Smoothing factor a
a = 10;
% Write the loop
tmp = 0;
w = zeros(N,1);
for j = 1:N
w(j) = a*tmp+ (1-a)*r(j);
tmp = w(j);
end
% The output is provided in w
w
Hope this helps.
Regards,
Sriram
  3 个评论
Sriram Tadavarty
Sriram Tadavarty 2020-3-16
You can generate ones(N,1) and have N to be large.. It is equivalent to step function

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