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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DescriptionConvolution Animation (Gaussian).gif |
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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Date | ||||
Source | Own work | |||
Author | Inductiveload | |||
Permission (Reusing this file) |
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Mathematica Code
edit(*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/Time | Thumbnail | Dimensions | User | Comment | |
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current | 04:06, 5 March 2009 | 360 × 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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GIF file comment | Created by Wolfram Mathematica 7.0 |
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