Difference between revisions of "Spring 2020 Assignment 8"

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(Fourier transform table)
 
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!<math>A</math>
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!<math>Y=A*B</math>
 
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==Fourier transform table==
 
==Fourier transform table==
 
The two tables below show important properties of the Fourier transform and several useful transform pairs. You can use the tables of pairs and properties to figure out the transforms of an endless number of functions.  
 
The two tables below show important properties of the Fourier transform and several useful transform pairs. You can use the tables of pairs and properties to figure out the transforms of an endless number of functions.  
 
<center>
 
[[Image: FourierTransformsTable.png|500 px|<caption>Short table of Fourier transform properties</caption>]]
 
[[Image: TimeFrequencyDomains_MoreTransformPairsTable.png|500 px|<caption>Short table of Fourier transform pairs</caption>]]
 
</center>
 
  
 
{{Template:Assignment Turn In|message=
 
{{Template:Assignment Turn In|message=
 
<ol type="A">
 
<ol type="A">
<li>Sketch each function in table of transform pairs as well as the magnitude of its Fourier transform. Show relevant constants (for example: ''a'', <math>\alpha</math>, and <math>f_0</math>).</li>
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<li>For each of the named functions in the ''Table of Common Functions and their Fourier Transforms'', sketch the function in the time domain as well as the magnitude of its Fourier transform. Show relevant constants (for example: ''a'', <math>\alpha</math>, and <math>f_0</math>).</li>
 
<li>Sketch the transform of <math>\cos^4(\omega_0 t)</math>.</li>
 
<li>Sketch the transform of <math>\cos^4(\omega_0 t)</math>.</li>
<li>Sketch the fourier transform of <math>e^{-\alpha t} u(t) \times \cos(\omega_0 t)</math>. Assume <math>\alpha\ll\omega_0</math>.</li>
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<li>Sketch the magnitude of the fourier transform of <math>e^{-\alpha t} u(t) \times \cos(\omega_0 t)</math>. Assume <math>\alpha\ll\omega_0</math>.</li>
 
}}
 
}}
  
The table below shows plots of eight time-domain signals A-H. The table on the right includes magnitude plots of the Fourier transform of ten signals numbered 1-10. Some of the frequency plots are shown on log-log axes and some are linear, as indicated by the plot title.
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<center>
 
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[[Image: FourierTransformsTable.png|500 px|<caption>Short table of Fourier transform properties</caption>]]
[[Image: PSet4_ConvolutionImage.png|thumb|center|500 px|<caption>Table 8.0.3</caption>]]
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[[Image: TimeFrequencyDomains_MoreTransformPairsTable.png|500 px|<caption>Short table of Fourier transform pairs</caption>]]
 
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</center>
{{Template:Assignment Turn In|message=
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For each time domain signal A-H, write the number 1-10 in the empty column of the matching frequency-domain signal. You may use a numbered plot more than once.
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''Hint:'' Gaussian or white noise is a random signal with equal contributions from ''every frequency''.}}
 
 
{{Template: 20.309 bottom}}
 
{{Template: 20.309 bottom}}

Latest revision as of 19:09, 27 April 2020

20.309: Biological Instrumentation and Measurement

ImageBar 774.jpg

Circuit analogies


Pencil.png

For each of the systems below, find an analogous circuit.


Convolution practice


Pencil.png

For each of the pairs of functions below, plot the convolution of the two functions, $ Y=A*B $


$ A $ $ B $ $ Y=A*B $
Delta(t+1)+delta(t-1).png Delta(t+1)+delta(t-1).png Bare convolution axes.png
Delta(t+1)+delta(t-1).png Box w=1.png Bare convolution axes.png
Delta(t+1)+delta(t-1).png Box w=2.png Bare convolution axes.png
Box w=1.png Box w=1.png Bare convolution axes.png
Delta(t+1)+delta(t-1).png Triangle.png Bare convolution axes.png
Delta(t).png Triangle.png Bare convolution axes.png


Fourier transform table

The two tables below show important properties of the Fourier transform and several useful transform pairs. You can use the tables of pairs and properties to figure out the transforms of an endless number of functions.


Pencil.png
  1. For each of the named functions in the Table of Common Functions and their Fourier Transforms, sketch the function in the time domain as well as the magnitude of its Fourier transform. Show relevant constants (for example: a, $ \alpha $, and $ f_0 $).
  2. Sketch the transform of $ \cos^4(\omega_0 t) $.
  3. Sketch the magnitude of the fourier transform of $ e^{-\alpha t} u(t) \times \cos(\omega_0 t) $. Assume $ \alpha\ll\omega_0 $.
  4. </div>


Short table of Fourier transform properties Short table of Fourier transform pairs

</div>
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