Converting/interpolating into different array
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I'm trying to figure out how to convert a 25 unit array into a 10 unit array, while interpolating (not sure if that's actually the right word for this) to make sure that the 10 unit array has the correct values. Any help would be greatly appreciated, thanks!
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Arturo Moncada-Torres
2011-6-24
Are you sure is not the other way around? Moving from a 10 element array to a 25 element array you would be interpolation. Moving from a 25 element array to a 10 element array would be decimation.
For decimation:
% Original array
originalArray = 1:25;
% Wished number of samples.
targetSamples = 10;
% Decimation factor.
decimationFactor = length(originalArray)/targetSamples;
decimationFactor = round(decimationFactor); % Decimation factor must be integer.
% Decimation
decimatedArray = decimate(originalArray, decimationFactor);
EDIT
The problem is that DECIMATE allows only integer decimation factors, which not always give you the wished number of samples. Another alternative is the following:
% Original array
originalArray = 1:25;
% Wished number of samples.
targetSamples = 10;
decimatedArray = linspace(originalArray(1), originalArray(end), targetSamples);
Try it and let me know if it works.
4 个评论
C
2011-6-24
Arturo Moncada-Torres
2011-6-24
Hello C. Please check the edit. I tried this new alternative and it works =) .
Walter Roberson
2011-6-24
It might work for consecutive values, but it isn't going to work for (e.g.) originalArray = (1:25).^2;
C
2011-6-27
Walter Roberson
2011-6-24
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You could use interp1() and play with the interpolation methods that are available.
If the values represent a "signal" then you could fft(), drop components, and fft() the reduced array back.
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