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How to vectorize this code? element wise to save time

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MIDO
MIDO 2020-4-19
关闭： MATLAB Answer Bot 2021-8-20
% size(matAL) > 32,500,5
matCT=zeros(500,32,32); %Pre-allocate
x=0;
for t=1:500
x=1+x;
for i=1:32
for j=1:32
xsd = squeeze(matAL(i,t,:) .* conj(matAL(j,t,:)));
matCT(x,j,i) = abs(mean(exp(1i*angle(xsd))));
end
end
end

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回答（1 个）

Vimal Rathod
Vimal Rathod 2020-4-26
Hi,
As all the three for loops have some dependencies it is difficult to vectorize the code.
you can try the following code, it is partially vectorized.
for i = 1:32
for j = 1:32
xsd = squeeze(matAL(i,1:500,:) .* conj(matAL(j,1:500,:)));
matCT(1:500,j,i) = abs(mean(exp(1i*angle(xsd(1:500,:)))'));
end
end

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