File:Convolution Animation (Gaussian).gif

Convolution_Animation_(Gaussian).gif (360 × 222 pixels, file size: 805 KB, MIME type: image/gif, looped, 161 frames)

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Description
English: A diagram showing the convolution of two Gaussian functions, (red) and (dashed blue). Also sohwn is the time-reversed and shifted g(τ−t) in blue, the product f(t)g(τ−t) (green) and the convolution h(t)=f(t)∗g(t) (black, equal to the area of the product at the particular τ)
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Source Own work
Author Inductiveload
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Public domain I, the copyright holder of this work, release this work into the public domain. This applies worldwide.
In some countries this may not be legally possible; if so:
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Mathematica Code

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(*Function definitions*)
f[t_] := Exp[-5 t^2];
g[t_] := Exp[-10 t^2]/2;
h[y_] := Module[
   {t},
   Convolve[f[t], g[t], t, y]
   ];

(*Parts of the drawing that only need to be computed once*)
constplots = Plot[
   {f[t], g[t], h[t]},
   {t, -2, 2},
   PlotStyle -> {Red, {Blue, Dashed}, Black},
   ClippingStyle -> False,
   Axes -> False,
   Exclusions -> False
   ];

anim =
  Table[Show[
    {
     (*The plots we generated earlier*)
     constplots,
     
     (*Plot the time reversed g[t], g[\[Tau]-t]*)
     Plot[g[\[Tau] - t],
      {t, -5, 5},
      PlotPoints -> 100,
      ClippingStyle -> False,
      PlotStyle -> Blue,
      Axes -> False],
     
     (*Plot the product of the f[t] and g[\[Tau]-t]*)
     Plot[f[t]*g[\[Tau] - t],
      {t, -5, 5},
      PlotPoints -> 100,
      ClippingStyle -> False,
      Filling -> Axis,
      FillingStyle -> Directive[Green, Opacity[0.2]],
      PlotStyle -> Green,
      Axes -> False],
     
     (*Plot the embellishments*)
     Graphics[
      {{Blue, Line[{{\[Tau], -0.05}, {\[Tau], 1.1}}]},
       {Red, Text[f, {.2, .95}, Background -> None]},
       {Blue, Text[g, {.2, .5}, Background -> None]},
       {Blue, 
        Text["g(\[Tau]-t)", {\[Tau] - 0.35, .4}, Background -> None]},
       {Green, 
        Text["f(t)g(\[Tau]-t)", {\[Tau] - 0.35, -0.04}, 
         Background -> None]},
       {Black, Text[Star[f, g], {0, .17}, Background -> None]},
       {Blue, Text["\[Tau]", {\[Tau], -0.1}, Background -> White]}
       }]
     },
    PlotRange -> {{-1.9, 1.9}, {-.2, 1}}],
   
   {\[Tau], -2, 2, .025}(*Table index is the time delay*)
   ];

ListAnimate[anim]

Export["anim.gif", anim]

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Date/TimeThumbnailDimensionsUserComment
current04:06, 5 March 2009Thumbnail for version as of 04:06, 5 March 2009360 × 222 (805 KB)Inductiveload (talk | contribs){{Information |Description={{en|1=A diagram showing the convolution of two Gaussian functions, <math>f(t)=e^{-5t^2}</math> (red) and <math>g(t)=\frac{1}{2} e^{-10 t^2}</math> (dashed blue). Also sohwn is the time-reversed and shifted ''g(τ−t)'' in b

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