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Gaussian smoothing filter

4.0

4.0 | 2 ratings Rate this file 88 Downloads (last 30 days) File Size: 2.53 KB File ID: #43182
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Gaussian smoothing filter

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23 Aug 2013 (Updated )

Function to smooth a time series using a Gaussian filter.

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Description

A non-GUI function that will smooth a time series using a simple Gaussian filter.
Usage:
zfilt = gaussfilt(t,z,sigma);
where t & z define the time series (t independent variable and z is data vector), and sigma defines the standard deviation (width) of the Gaussian filter.

Required Products MATLAB
MATLAB release MATLAB 8.0 (R2012b)
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Comments and Ratings (3)
04 Sep 2014 James Conder

jon, thanks for the feedback. I originally wrote the function for a non-uniformly spaced time vector, which conv would not handle correctly. That said, I expect most uses of this function will be for uniformly spaced time vectors, where your criticism is exactly right.

I uploaded an update that will look to do the convolution unless the spacing is variable, in which case it will use the (ugly) loop.

03 Sep 2014 jon erickson

Works fine, but implementation is could be improved/sped up by using conv(...) instead of a for loop to compute filtered waveform

06 Aug 2014 Philippe

Great! Does what it advertise. Thanks for this submission.

Updates
05 Sep 2014

Use convolution if time vector is uniformly spaced.

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