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Savitzky-Golay Smoothing Filter

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Savitzky-Golay Smoothing Filter



06 Feb 2014 (Updated )

Very simple function for Savitzky-Golay Smoothing

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After looking at a lot of the Savitzky-Golay implementations on File Exchange, I could not find one as simple but as effective as this one. savGol is from the Book, "Solving Problems in Scientific Computing Using Maple and Matlab" by Walter Gander and others. Gander cites Teukolsky from Computers in Physics from 1990. Here is a link to the book website:
g = savGol(f, nl, nr, M)

f: noisy data

nl: number of points to left of reference point

nr: number of points to right of reference point

M: Order of least squares polynomial

x = [0:1000-1]'/(1000-1);
signal = exp (- 100*(x - 1/5).^2) + exp (- 500*(x - 2/5).^2) + exp (-2500*(x - 3/5).^2) + exp (-12500*(x - 4/5).^2);
randn ('seed', 0);
noisySignal = signal + 0.1* randn (size (x));

smoothSignal = savGol(noisySignal, 16, 16, 4);

hold on;
plot(x, smoothSignal,'r','LineWidth',3)
legend('Noisy Signal', 'Smooth Signal')

Required Products MATLAB
MATLAB release MATLAB 8.2 (R2013b)
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06 Feb 2014 1.1

Change MATLAB version information.

16 Jun 2014 1.2

Changed to the economy QR decomposition when calling QR. This increases speed and allows calculating more coefficients for the same amount memory.

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