<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE document PUBLIC "-//CNX//DTD CNXML 0.5 plus MathML//EN" "http://cnx.rice.edu/cnxml/0.5/DTD/cnxml_mathml.dtd">
<document xmlns="http://cnx.rice.edu/cnxml" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:bib="http://bibtexml.sf.net/" id="m0068"> 

  <name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Fourier Transform Example</name>

  <metadata xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">
  <md:version xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2.8</md:version>
  <md:created xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2000/08/14</md:created>
  <md:revised xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2009/01/30 16:13:43.330 US/Central</md:revised>
  <md:authorlist xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">
      <md:author xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="dhj">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Don</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Johnson</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">dhj@rice.edu</md:email>
    </md:author>
  </md:authorlist>

  <md:maintainerlist xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">
    <md:maintainer xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="dhj">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Don</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Johnson</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">dhj@rice.edu</md:email>
    </md:maintainer>
    <md:maintainer xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="rainking">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Doug</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Daniels</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">ddaniels888@gmail.com</md:email>
    </md:maintainer>
  </md:maintainerlist>
  
  <md:keywordlist xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Fourier</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">pulse</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">series</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">signal</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">transform</md:keyword>
  </md:keywordlist>

  <md:abstract xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">This module calculates the Fourier transform of the pulse signal.</md:abstract>
</metadata>
  <content xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">


    <para xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="para1">
      Let's calculate the Fourier transform of the <cnxn xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" document="m0004" target="pulsedef" strength="6">pulse
      signal</cnxn>, 
      <m:math display="inline">
	<m:apply>
	  <m:ci type="fn">p</m:ci>
	  <m:ci>t</m:ci>
	</m:apply>
      </m:math>.

      <equation xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="eqn1"><m:math display="block">
	  <m:apply>
	    <m:eq/>
	    <m:apply>
	      <m:ci type="fn">P</m:ci>
	      <m:ci>f</m:ci>
	    </m:apply>
	    <m:apply>
	      <m:int/>
	      <m:bvar><m:ci>t</m:ci></m:bvar>
	      <m:lowlimit>
		<m:apply><m:minus/>
		  <m:infinity/>
		</m:apply></m:lowlimit>
	      <m:uplimit><m:infinity/></m:uplimit>
	      <m:apply><m:times/>
		<m:apply>
		  <m:ci type="fn">p</m:ci>
		  <m:ci>t</m:ci>
		</m:apply>
		<m:apply><m:exp/>
		  <m:apply><m:minus/>
		    <m:apply><m:times/>
		      <m:imaginaryi/>
		      <m:cn>2</m:cn>
		      <m:pi/>
		      <m:ci>f</m:ci>
		      <m:ci>t</m:ci>
		    </m:apply>
		  </m:apply>
		</m:apply>
	      </m:apply>
	    </m:apply>
	    <m:apply>
	      <m:int/>
	      <m:bvar><m:ci>t</m:ci></m:bvar>
	      <m:lowlimit><m:cn>0</m:cn></m:lowlimit>
	      <m:uplimit><m:ci>Δ</m:ci></m:uplimit>
	      <m:apply><m:exp/>
		<m:apply><m:minus/>
		  <m:apply><m:times/>
		    <m:imaginaryi/>
		    <m:cn>2</m:cn>
		    <m:pi/>
		    <m:ci>f</m:ci>
   	  	    <m:ci>t</m:ci>
		  </m:apply>
		</m:apply>
	      </m:apply>
	    </m:apply>
	    <m:apply><m:times/>
	      <m:apply><m:divide/>
		<m:cn>1</m:cn>
		<m:apply><m:minus/>
		  <m:apply><m:times/>
		    <m:imaginaryi/>
		    <m:cn>2</m:cn>
		    <m:pi/>
		    <m:ci>f</m:ci>
		  </m:apply>
		</m:apply>
	      </m:apply>
	      <m:apply><m:minus/>
		<m:apply><m:exp/>
		  <m:apply><m:minus/> 
		    <m:apply><m:times/>
		      <m:imaginaryi/>
		      <m:cn>2</m:cn>
		      <m:pi/>
		      <m:ci>f</m:ci>
		      <m:ci>Δ</m:ci>
		    </m:apply>
		  </m:apply>
		</m:apply>
		<m:cn>1</m:cn>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:math>
      </equation>
      
      <equation xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="eqn2"><m:math display="block">
	  <m:apply>
	    <m:eq/>
	    <m:apply>
	      <m:ci type="fn">P</m:ci>
	      <m:ci>f</m:ci>
	    </m:apply>
	    <m:apply><m:times/>
	      <m:apply><m:exp/>
		<m:apply><m:minus/>
		  <m:apply><m:times/>
		    <m:imaginaryi/>
		    <m:pi/>
		    <m:ci>f</m:ci>
		    <m:ci>Δ</m:ci>
		  </m:apply>
		</m:apply>
	      </m:apply>
	      <m:apply><m:divide/>
		<m:apply><m:sin/>
		  <m:apply><m:times/>
		    <m:pi/>
		    <m:ci>f</m:ci>
		    <m:ci>Δ</m:ci>
		  </m:apply>
		</m:apply>
		<m:apply><m:times/>
		  <m:pi/>
		  <m:ci>f</m:ci>
		</m:apply>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:math>
      </equation>
      
      Note how closely this result resembles the expression for <cnxn xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" document="m0066" target="pulsespec" strength="6">Fourier series
      coefficients of the periodic pulse signal</cnxn>.
    </para>

    <figure xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="spectrum">
      <name xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Spectrum</name> <media xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" type="image/png" src="spectrum4.png"/> <caption xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/"> The upper plot shows the
      magnitude of the Fourier series spectrum for the case of
	
	<m:math display="inline">
	  <m:apply><m:eq/>
	    <m:ci>T</m:ci>
	    <m:cn>1</m:cn>
	  </m:apply>
	</m:math>
	with the Fourier transform of

	<m:math display="inline">
	  <m:apply>
	    <m:ci type="fn">p</m:ci>
	    <m:ci>t</m:ci>
	  </m:apply>
	</m:math> shown as a dashed line.  For the bottom panel, we
	expanded the period to

	<m:math display="inline">
	  <m:apply><m:eq/>
	    <m:ci>T</m:ci>
	    <m:cn>5</m:cn>
	  </m:apply>
	</m:math>,
	keeping the pulse's duration fixed at 0.2, and computed its
	Fourier series coefficients.
      </caption>
    </figure>

    <para xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="para2">
      <cnxn xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" target="spectrum" strength="8"/> shows how increasing the
      period does indeed lead to a continuum of coefficients, and that
      the Fourier transform does correspond to what the continuum
      becomes. The quantity

      <m:math display="inline">
	<m:apply><m:divide/>
	  <m:apply>
	    <m:sin/>
	    <m:ci>t</m:ci>
	  </m:apply>
	  <m:ci>t</m:ci>
	</m:apply>
      </m:math>
      
      has a special name, the <term xmlns:md="http://cnx.rice.edu/mdml/0.4" xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">sinc </term>(pronounced "sink")
      function, and is denoted by
      
      <m:math display="inline">
	<m:apply>
	  <m:ci type="fn">sinc</m:ci>
	  <m:ci>t</m:ci>
	</m:apply>
      </m:math>.
      Thus, the magnitude of the pulse's Fourier transform equals

      <m:math display="inline">
	<m:apply>
	  <m:abs/>
	  <m:apply><m:times/>
	    <m:ci>Δ</m:ci>
	    <m:apply>
	      <m:ci type="fn">sinc</m:ci>
	      <m:apply><m:times/>
		<m:pi/>
		<m:ci>f</m:ci>
		<m:ci>Δ</m:ci>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:apply>
      </m:math>.
    </para>

  </content>
</document>
