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  <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/">Pulse Amplitude Modulation Through Bandlimited Channel</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/">2.7</md:version>
  <md:created xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2001/06/13</md:created>
  <md:revised xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2004/01/07 10:10:16.132 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="aaz">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Behnaam</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Aazhang</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">aaz@ece.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="dinesh">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Dinesh</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Rajan</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">dinesh@ece.rice.edu</md:email>
    </md:maintainer>
    <md:maintainer xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="mohammad">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Mohammad</md:firstname>
      <md:othername xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Jaber</md:othername>
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Borran</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">mohammad@ece.rice.edu</md:email>
    </md:maintainer>
    <md:maintainer xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="aaz">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Behnaam</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Aazhang</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">aaz@ece.rice.edu</md:email>
    </md:maintainer>
    <md:maintainer xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="mrshawn">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Shawn</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Stewart</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">mrshawn@alumni.rice.edu</md:email>
    </md:maintainer>
    <md:maintainer xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/" id="rha">
      <md:firstname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Roy</md:firstname>
      
      <md:surname xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">Ha</md:surname>
      <md:email xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">rha@rice.edu</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/">PAM</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">pulse amplitude modulation</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">modulation</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">matched filter</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">intersymbol interference</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">ISI</md:keyword>
  </md:keywordlist>

  <md:abstract xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">A description of the functionality of a pulse amplitude modulated transmission system in a bandlimited channel.  The bandlimited nature of the channel causes it to have memory which causes intersymbol interference, which can be dealt with in a number of ways.</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="intro">
      Consider a PAM system
      <m:math>
	<m:ci>
	  <m:msub>
	    <m:mi>b</m:mi>
	    <m:mn>-10</m:mn>
	  </m:msub>
	</m:ci>
      </m:math>,…,
      <m:math>
	<m:ci>
	  <m:msub>
	    <m:mi>b</m:mi>
	    <m:mn>-1</m:mn>
	  </m:msub>
	</m:ci>
      </m:math>,
      <m:math>
	<m:ci>
	  <m:msub>
	    <m:mi>b</m:mi>
	    <m:mn>0</m:mn>
	  </m:msub>
	</m:ci>
      </m:math>
      <m:math>
	<m:ci>
	  <m:msub>
	    <m:mi>b</m:mi>
	    <m:mn>1</m:mn>
	  </m:msub>
	</m:ci>
      </m:math>,…
    </para>

    <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="nextone">
      This implies

      <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="morepam">
	<m:math display="block">
	  <m:apply>
	    <m:forall/>
	    <m:bvar>
	      <m:ci>
		<m:msub>
		  <m:mi>a</m:mi>
		  <m:mi>n</m:mi>
		</m:msub>
	      </m:ci>
	    </m:bvar>
	    <m:condition>
	      <m:apply>
		<m:in/>
		<m:ci>
		  <m:msub>
		    <m:mi>a</m:mi>
		    <m:mi>n</m:mi>
		  </m:msub>
		</m:ci>
		<m:set>
		  <m:mtext>M levels of amplitude</m:mtext>
		</m:set>
	      </m:apply>
	    </m:condition>
	    <m:apply>
	      <m:eq/>
	      <m:ci>
		<m:msub>
		  <m:mi>x</m:mi>
		  <m:mi>t</m:mi>
		</m:msub>
	      </m:ci>
	      <m:apply>
		<m:sum/>
		<m:bvar><m:ci>n</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:ci>
		    <m:msub>
		    <m:mi>a</m:mi>
		    <m:mi>n</m:mi>
		    </m:msub>
		  </m:ci>
		  <m:apply>
		    <m:ci type="fn">s</m:ci>
		    <m:apply>
		      <m:minus/>
		      <m:ci>t</m:ci>
		      <m:apply>
			<m:times/>
			<m:ci>n</m:ci>
			<m:ci>T</m:ci>
		      </m:apply>
		    </m:apply>
		  </m:apply>
		</m:apply>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:math>
      </equation>
    </para>

    <!-- PUT AN EXAMPLE IN HERE WHEN GRAPHICS ARE MADE -->

    <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="third">
      The received signal is
      <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="e1">
	<m:math>
	  <m:apply>
	    <m:eq/>
	    <m:ci>
	      <m:msub>
		<m:mi>r</m:mi>
		<m:mi>t</m:mi>
	      </m:msub>
	    </m:ci>
	    <m:apply>
	      <m:plus/>
	      <m:apply>
		<m:int/>
		<m:bvar><m:ci>τ</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:sum/>
		    <m:bvar><m:ci>n</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:ci>
			<m:msub>
			  <m:mi>a</m:mi>
			  <m:mi>n</m:mi>
			</m:msub>
		      </m:ci>
		      <m:apply>
			<m:ci type="fn">s</m:ci>
			<m:apply>
			  <m:minus/>
			  <m:ci>t</m:ci>
			  <m:apply>
			    <m:minus/>
			    <m:ci>τ</m:ci>
			    <m:apply>
			      <m:times/>
			      <m:ci>n</m:ci>
			      <m:ci>T</m:ci>
			    </m:apply>
			  </m:apply>
			</m:apply>
		      </m:apply>
		    </m:apply>
		  </m:apply>
		  <m:apply>
		    <m:ci type="fn">g</m:ci>
		    <m:ci>τ</m:ci>
		  </m:apply>
		</m:apply>
	      </m:apply>
	      <m:ci>
		<m:msub>
		  <m:mi>N</m:mi>
		  <m:mi>t</m:mi>
		</m:msub>
	      </m:ci>
	    </m:apply>
	    <m:apply>
	      <m:plus/>
	      <m:apply>
		<m:sum/>
		<m:bvar><m:ci>n</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:ci>
		    <m:msub>
		      <m:mi>a</m:mi>
		      <m:mi>n</m:mi>
		    </m:msub>
		  </m:ci>
		  <m:apply>
		    <m:int/>
		    <m:bvar><m:ci>τ</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">s</m:ci>
			<m:apply>
			  <m:minus/>
			  <m:ci>t</m:ci>
			  <m:apply>
			    <m:minus/>
			    <m:ci>τ</m:ci>
			    <m:apply>
			      <m:times/>
			      <m:ci>n</m:ci>
			      <m:ci>T</m:ci>
			    </m:apply>
			  </m:apply>
			</m:apply>
		      </m:apply>
		      <m:apply>
			<m:ci type="fn">g</m:ci>
			<m:ci>τ</m:ci>
		      </m:apply>
		    </m:apply>
		  </m:apply>
		</m:apply>
	      </m:apply>
	      <m:ci>
		<m:msub>
		  <m:mi>N</m:mi>
		  <m:mi>t</m:mi>
		</m:msub>
	      </m:ci>
	    </m:apply>
	    <m:apply>
	      <m:sum/>
	      <m:bvar><m:ci>n</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:plus/>
		<m:apply>
		  <m:times/>
		  <m:ci>
		    <m:msub>
		      <m:mi>a</m:mi>
		      <m:mi>n</m:mi>
		    </m:msub>
		  </m:ci>
		  <m:apply>
		    <m:ci type="fn">
		      <m:mover>
			<m:mi>s</m:mi>
			<m:mo>˜</m:mo>
		      </m:mover>
		    </m:ci>
		    <m:apply>
		      <m:minus/>
		      <m:ci>t</m:ci>
		      <m:apply>
			<m:times/>
			<m:ci>n</m:ci>
			<m:ci>T</m:ci>
		      </m:apply>
		    </m:apply>
		  </m:apply>
		</m:apply>
		<m:ci>
		  <m:msub>
		    <m:mi>N</m:mi>
		    <m:mi>t</m:mi>
		  </m:msub>
		</m:ci>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:math>
      </equation>
    </para>

    <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="moreinfo">
      Since the signals span a one-dimensional space, one filter matched to 
      <m:math>
	<m:apply>
	  <m:eq/>
	  <m:apply>
	    <m:ci type="fn">
	      <m:mover>
		<m:mi>s</m:mi>
		<m:mo>˜</m:mo>
	      </m:mover>
	    </m:ci>
	    <m:ci>t</m:ci>
	  </m:apply>
	  <m:apply>
	    <m:times/>
	    <m:apply>
	      <m:conjugate/>
	      <m:ci>s</m:ci>
	    </m:apply>
	    <m:apply>
	      <m:ci type="fn">g</m:ci>
	      <m:ci>t</m:ci>
	    </m:apply>
	  </m:apply>
	</m:apply>
      </m:math>
      is sufficient.
    </para>

    <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="moreexp">
      The matched filter's impulse response is

      <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="impulseresponse">
	<m:math>
	  <m:apply>
	    <m:forall/>
	    <m:bvar><m:ci>t</m:ci></m:bvar>
	    <m:apply>
	      <m:eq/>
	      <m:apply>
		<m:ci type="fn">
		  <m:msup>
		    <m:mi>h</m:mi>
		    <m:mi>opt</m:mi>
		  </m:msup>
		</m:ci>
		<m:ci>t</m:ci>
	      </m:apply>
	      <m:apply>
		<m:times/>
		<m:apply>
		  <m:conjugate/>
		  <m:ci>s</m:ci>
		</m:apply>
		<m:apply>
		  <m:ci type="fn">g</m:ci>
		  <m:apply>
		    <m:minus/>
		    <m:ci>T</m:ci>
		    <m:ci>t</m:ci>
		  </m:apply>
		</m:apply>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:math>
      </equation>

      The matched filter output is

      <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="matchedfilteroutput">
	<m:math>
	  <m:apply>
	    <m:eq/>
	    <m:apply>
	      <m:ci type="fn">y</m:ci>
	      <m:ci>t</m:ci>
	    </m:apply>
	    <m:apply>
	      <m:plus/>
	      <m:apply>
		<m:int/>
		<m:bvar><m:ci>τ</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:sum/>
		  <m:bvar><m:ci>n</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:ci>
		      <m:msub>
			<m:mi>a</m:mi>
			<m:mi>n</m:mi>
		      </m:msub>
		    </m:ci>
		    <m:apply>
		      <m:ci type="fn">
			<m:mover>
			  <m:mi>s</m:mi>
			  <m:mo>˜</m:mo>
			</m:mover>
		      </m:ci>
		      <m:apply>
			<m:minus/>
			<m:ci>t</m:ci>
			<m:apply>
			  <m:minus/>
			  <m:ci>τ</m:ci>
			  <m:apply>
			    <m:times/>
			    <m:ci>n</m:ci>
			    <m:ci>T</m:ci>
			  </m:apply>
			</m:apply>
		      </m:apply>
		    </m:apply>
		    <m:apply>
		      <m:ci type="fn">
			<m:msup>
			  <m:mi>h</m:mi>
			  <m:mi>opt</m:mi>
			</m:msup>
		      </m:ci>
		      <m:ci>τ</m:ci>
		    </m:apply>
		  </m:apply>
		</m:apply>
	      </m:apply>
	      <m:apply>
		<m:ci type="fn">ν</m:ci>
		<m:ci>t</m:ci>
	      </m:apply>
	    </m:apply>
	    <m:apply>
	      <m:plus/>
	      <m:apply>
		<m:sum/>
		<m:bvar><m:ci>n</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:ci>
		    <m:msub>
		      <m:mi>a</m:mi>
		      <m:mi>n</m:mi>
		    </m:msub>
		  </m:ci>
		  <m:apply>
		    <m:int/>
		    <m:bvar><m:ci>τ</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">
			  <m:mover>
			    <m:mi>s</m:mi>
			    <m:mo>˜</m:mo>
			  </m:mover>
			</m:ci>
			<m:apply>
			  <m:minus/>
			  <m:ci>t</m:ci>
			  <m:apply>
			    <m:minus/>
			    <m:ci>τ</m:ci>
			    <m:apply>
			      <m:times/>
			      <m:ci>n</m:ci>
			      <m:ci>T</m:ci>
			    </m:apply>
			  </m:apply>
			</m:apply>
		      </m:apply>
		      <m:apply>
			<m:ci type="fn">
			  <m:msup>
			    <m:ci>h</m:ci>
			    <m:mi>opt</m:mi>
			  </m:msup>
			</m:ci>
			<m:ci>τ</m:ci>
		      </m:apply>
		    </m:apply>
		  </m:apply>
		</m:apply>
	      </m:apply>
	      <m:apply>
		<m:ci type="fn">ν</m:ci>
		<m:ci>t</m:ci>
	      </m:apply>
	    </m:apply>
	    <m:apply>
	      <m:plus/>
	      <m:apply>
		<m:sum/>
		<m:bvar><m:ci>n</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:ci>
		    <m:msub>
		      <m:mi>a</m:mi>
		      <m:mi>n</m:mi>
		    </m:msub>
		  </m:ci>
		  <m:apply>
		    <m:ci type="fn">u</m:ci>
		    <m:apply>
		      <m:minus/>
		      <m:ci>t</m:ci>
		      <m:apply>
			<m:times/>
			<m:ci>n</m:ci>
			<m:ci>T</m:ci>
		      </m:apply>
		    </m:apply>
		  </m:apply>
		</m:apply>
	      </m:apply>
	      <m:apply>
		<m:ci type="fn">ν</m:ci>
		<m:ci>t</m:ci>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:math>
      </equation>
    </para>

    <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="mfoutput">
      The decision on the
      <m:math>
	<m:ci><m:msup>
	    <m:mi>k</m:mi>
	    <m:mi>th</m:mi>
	  </m:msup></m:ci> 
      </m:math> symbol is obtained by sampling the MF output at
      <m:math>
	<m:apply>
	  <m:times/>
	  <m:ci>k</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="mfoutputatkt">
	<m:math>
	  <m:apply>
	    <m:eq/>
	    <m:apply>
	      <m:ci type="fn">y</m:ci>
	      <m:apply>
		<m:times/>
		<m:ci>k</m:ci>
		<m:ci>T</m:ci>
	      </m:apply>
	    </m:apply>
	    <m:apply>
	      <m:plus/>
	      <m:apply>
		<m:sum/>
		<m:bvar><m:ci>n</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:ci>
		    <m:msub>
		      <m:mi>a</m:mi>
		      <m:mi>n</m:mi>
		    </m:msub>
		  </m:ci>
		  <m:apply>
		    <m:ci type="fn">u</m:ci>
		    <m:apply>
		      <m:minus/>
		      <m:apply>
			<m:times/>
			<m:ci>k</m:ci>
			<m:ci>T</m:ci>
		      </m:apply>
		      <m:apply>
			<m:times/>
			<m:ci>n</m:ci>
			<m:ci>T</m:ci>
		      </m:apply>
		    </m:apply>
		  </m:apply>
		</m:apply>
	      </m:apply>
	      <m:apply>
		<m:ci type="fn">ν</m:ci>
		<m:apply>
		  <m:times/>
		  <m:ci>k</m:ci>
		  <m:ci>T</m:ci>
		</m:apply>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:math>
      </equation>

      The 
      <m:math>
	<m:ci><m:msup>
	    <m:mi>k</m:mi>
	    <m:mi>th</m:mi>
	  </m:msup></m:ci> 
      </m:math> symbol is of interest:

      <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="kthsymbol">
	<m:math>
	  <m:apply>
	    <m:eq/>  
	    <m:apply>
	      <m:ci type="fn">y</m:ci>
	      <m:apply>
		<m:times/>
		<m:ci>k</m:ci>
		<m:ci>T</m:ci>
	      </m:apply>
	    </m:apply>
	    <m:apply>
	      <m:plus/>
	      <m:apply>
		<m:times/>
		<m:ci>
		  <m:msub>
		    <m:mi>a</m:mi>
		    <m:mi>k</m:mi>
		  </m:msub>
		</m:ci>
		<m:apply>
		  <m:ci type="fn">u</m:ci>
		  <m:cn>0</m:cn>
		</m:apply>
	      </m:apply>
	      <m:apply>
		<m:sum/>
		<m:bvar><m:ci>n</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:ci>
		    <m:msub>
		      <m:mi>a</m:mi>
		      <m:mi>n</m:mi>
		    </m:msub>
		  </m:ci>
		  <m:apply>
		    <m:ci type="fn">u</m:ci>
		    <m:apply>
		      <m:minus/>
		      <m:apply>
			<m:times/>
			<m:ci>k</m:ci>
			<m:ci>T</m:ci>
		      </m:apply>
		      <m:apply>
			<m:times/>
			<m:ci>n</m:ci>
			<m:ci>T</m:ci>
		      </m:apply>
		    </m:apply>
		  </m:apply>
		</m:apply>
	      </m:apply>
	      <m:apply>
		<m:ci type="fn">ν</m:ci>
		<m:apply>
		  <m:times/>
		  <m:ci>k</m:ci>
		  <m:ci>T</m:ci>
		</m:apply>
	      </m:apply>
	    </m:apply>
	  </m:apply>
	</m:math>
      </equation>
      where 
      <m:math>
	<m:apply>
	  <m:neq/>
	  <m:ci>n</m:ci>
	  <m:ci>k</m:ci>
	</m:apply>
      </m:math>.
    </para>

    <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="conclusion">
      Since the channel is bandlimited, it provides memory for the
      transmission system.  The effect of old symbols (possibly even
      future signals) lingers and affects the performance of the
      receiver.  The effect of ISI can be eliminated or controlled by
      proper design of <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/">modulation signals</term> or
      <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/">precoding</term> filters at the transmitter, or by
      <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/">equalizers</term> or <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/">sequence detectors</term> at
      the receiver.
    </para>

  </content>
</document>
