File:Frequency response of 3-term boxcar filter.gif

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Summary

Description
English: Frequency response (discrete time Fourier transform) of a 3-tap boxcar filter. To produce these plots, samples of the DTFT are obtained by computing the DFT of the zero-filled impulse response. Alternatively, one can directly sample the closed form of the DTFT:   and plot the magnitude and angle of the samples. (See File:MA2Amp_C.svg)
Note: At the two frequencies where the magnitude goes to zero, there are phase discontinuities of π radians. They are not artifacts of phase wrapping. Rather, they indicate a sign inversion... multiplication by -1. Since that is equivalent to an amplitude modification, it does not affect the filter's property of phase linearity. An illustration of that can be viewed at File:Amplitude & phase vs frequency for a 3-term boxcar filter.gif.
Date
Source Own work
Author Bob K
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(Reusing this file)
I, the copyright holder of this work, hereby publish it under the following license:
Creative Commons CC-Zero This file is made available under the Creative Commons CC0 1.0 Universal Public Domain Dedication.
The person who associated a work with this deed has dedicated the work to the public domain by waiving all of their rights to the work worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law. You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission.

Other versions Derivative works of this file:  Frequency response of 3-term boxcar filter.svg,
GIF development
InfoField
 
This GIF graphic was created with GNU Octave.
Octave/gnuplot source
InfoField
click to expand

This script was derived from the original in order to address some GNUplot bugs: a missing title and two missing axis labels. And to add an Octave print function, which creates an SVG file. Alternatively, the gnuplot screen image has an export function that produces an SVG file, but the π characters aren't as professional-looking.

graphics_toolkit gnuplot
clear all; close all; clc
  
hfig = figure("position",[100 100 509 509]);

x1 = .12;               % left margin for name of Y-variable
x2 = .02;               % right margin
y1 = .10;               % bottom margin for ticks
y2 = .08;               % top margin for title
dy = .08;               % vertical space between rows

width = 1-x1-x2;
height= (1-y1-y2-dy)/2; % space allocated for each of 2 rows

x_origin = x1;
y_origin = 1;           % start at top of graph area
%=======================================================
  N= 256;
  h = [1 1 1]/3;              % impulse response
  H = fftshift(fft(h,N));     % samples of DTFT
  abscissa = (-N/2:N/2-1)*2*pi/N;  % normalized frequency
%=======================================================
  y_origin = y_origin -y2 -height;        % position of top row
  subplot("position",[x_origin y_origin width height])
  plot(abscissa, abs(H));
  xlim([-pi pi])
  ylim([0 1.2])
  set(gca, "XTick", [-pi -2*pi/3 0 2*pi/3 pi])
  set(gca, "YTick", [0 .2 .4 .6 .8 1])
  grid("on")

  ylabel("Magnitude")
% set(gca, "ticklabelinterpreter", "tex")	% tex is the default
  set(gca, "XTickLabel", ['-\pi'; '-2\pi/3'; '0'; '2\pi/3'; '\pi';])
  set(gca, "YTickLabel", ['0'; '.2'; '.4'; '.6'; '.8'; '1';])
  title("Frequency response of 3-term boxcar filter", "fontsize", 12)
%=======================================================
  y_origin = y_origin -dy -height;
  subplot("position",[x_origin y_origin width height])
  plot(abscissa, angle(H));
  xlim([-pi pi])
  ylim([-pi pi])
  set(gca, "XTick", [-pi -2*pi/3 0 2*pi/3 pi])
  set(gca, "YTick", [-pi -2 -1 0 1 2 pi])
  grid("on")

  xlabel('\leftarrow Frequency (\omega) (radians/sample) \rightarrow')
  ylabel("Phase (radians)")
% set(gca, "ticklabelinterpreter", "tex")	% tex is the default
  set(gca, "XTickLabel", ['-\pi'; '-2\pi/3'; '0'; '2\pi/3'; '\pi';])
  set(gca, "YTickLabel", ['-\pi'; '-2'; '-1'; '0'; '1'; '2'; '\pi';])

% The print function results in nicer-looking "pi" symbols
% than the export function on the GNUPlot figure toolbar.
print(hfig,"-dsvg", "-S509,509","-color", ...
'C:\Users\BobK\Frequency response of 3-term boxcar filter.svg')

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6 April 2014

File history

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Date/TimeThumbnailDimensionsUserComment
current21:37, 2 July 2019Thumbnail for version as of 21:37, 2 July 2019640 × 643 (17 KB)Bob KAdd a title, and move x-axis label to the bottom. Add missing y-axis label.
13:30, 15 April 2014Thumbnail for version as of 13:30, 15 April 2014505 × 509 (9 KB)Bob KChange frequency domain from [][-π,π).]
14:04, 7 April 2014Thumbnail for version as of 14:04, 7 April 2014526 × 524 (9 KB)Bob Kchange dimensions; add grid lines
00:40, 7 April 2014Thumbnail for version as of 00:40, 7 April 2014577 × 340 (7 KB)Bob KUser created page with UploadWizard
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