Smooth data for slowly-sampled data
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Hi,
I have a data sampled slow as blue. I need to obtain the red curve that smoothen out the data. Can anyone please tell me what Matlab command to handle this?
Thanks,
Dave
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답변 (2개)
Image Analyst
2020년 2월 10일
Try sgolayfilt() in the Signal Processing Toolbox. That's one way.
See my attached demo.
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Image Analyst
2020년 2월 10일
How does it lead to phase lag? The window is centered over the point so it uses points both ahead of and behind the signal so the filter value is at exactly the same time point as the original signal. What elements do you want to include when you are getting the smoothed output value at a particular time point?
Akira Agata
2020년 2월 10일
How about applying interpolation?
The following is an example:
% Original data
time = 1:10;
value = rand(1,10);
% Apply interpolation
time2 = linspace(1,10);
value2 = interp1(time,value,time2,'pchip');
% Visualize the result
figure
scatter(time,value)
hold on
plot(time2,value2)
legend({'Original data','After interpolation'},'FontSize',12)
grid on
box on
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