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I have data as follows (either numerical or logical, it doesn't matter in this case):
[0 1 0 1 1 0 1 1 1 0 1 1 1 1 0]
Every 0 represents one or more zeroes. I want to detect where consecutive sequences of ones are, but no longer than three after one another. I can do this imperatively with some for- or while-loop, walking over a window of five (?) elements, but I think that's computationally ineffective. How can I do this without loops, but with something like conv or movmean?
The expected (logical) result for trains of nonzero values up to three long is
[0 1 0 1 1 0 1 1 1 0 0 0 0 0 0]
I know I can detect single peaks with:
function tf = findsinglenonzeros(x)
c = conv(double(x), [1, 1, 1], 'same');
tf = c & x == c;
endBut now for of nonzero values up to three (or n) long.
ANSWER
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try this code
n=3;
P=find(~[0 x(:).' 0]);
d=diff(P)-1;
idx=(d>=1)&(d<=n);
locations=P( idx );
lengths=d(idx);
z=zeros(1,numel(x)+1);
z(locations)=1;
z(locations+lengths)=-1;
result =cumsum(z(1:end-1)),
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try this code
n=3; P=find(~[0 x(:).' 0]); d=diff(P)-1; idx=(d>=1)&(d<=n); locations=P( idx ); lengths=d(idx); z=zeros(1,numel(x)+1); z(locations)=1; z(locations+lengths)=-1; result =cumsum(z(1:end-1)),
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