How to code this? Resampling of vector
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Hi all,
Currently I am trying to resample a signal by changing its signal frequency; The signal is given by time vector t and signal vector s. Example:
t=[ 1 2 3 4 5 6 7 8 9 10 11 12]
s=[3 3.5 3 5.5 2 2.5 3 5 7 2.5 3.5 4 ]
I want to create a vector s_new in which the sum of the values of s on the interval <0,4] is one element, the sum of interval <4,8] is an element etc, creating:
s_new= [15 12.5 17]
I have been toying around with histc but didnt succeed. Any ideas on coding this?
Thanks in advance! Lucas
1 Commento
Azzi Abdelmalek
il 5 Feb 2014
Lucas commented
Thanks guys, but I actually want to use any resampling frequency, so the reshape command doesnt necessarily work (works only if old and new sampling times are integer multiples of each other). Thanks anyway!
Risposta accettata
Mischa Kim
il 5 Feb 2014
Modificato: Mischa Kim
il 5 Feb 2014
For these straightforward time values, this will do
sum(reshape(s,4,3))
If t gets more complex you should be able to find a similar solution, though.
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Più risposte (2)
David Sanchez
il 5 Feb 2014
s_new(1) = sum(s(find(s<4)))
s_new(2) = sum(s(find( (s<8)&(s>=4) )))
s_new(3) =sum(s(find( (s<12)&(s>=8) )))
...
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Azzi Abdelmalek
il 5 Feb 2014
Modificato: Azzi Abdelmalek
il 5 Feb 2014
t=[ 1 2.5 2.8 3 3.1 4 5 6 7 8 9 10 11 12];
s=[3 3.5 3.5 4 3 5.5 2 2.5 3 5 7 2.5 3.5 4 ]
ii=hist(t,[2 6 10]) % 2 is the middle of the interval [0,4];
ii2=cumsum(ii);
ii1=[1 ii2(1:end-1)+1];
out=arrayfun(@(ii,jj) sum(s(ii:jj)),ii1,ii2)
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