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<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="m10106">
  
  <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/">Performance Analysis</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/">2.10</md:version>
  <md:created xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2001/06/18</md:created>
  <md:revised xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">2004/01/07 10:05:54.385 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="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/">bit-error</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">correlator</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">correlation</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/">receiver</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">bit-error probability</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">error</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">analysis</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">antipodal</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">orthogonal</md:keyword>
    <md:keyword xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">signal binary symbol</md:keyword>
  </md:keywordlist>

  <md:abstract xmlns:m="http://www.w3.org/1998/Math/MathML" xmlns:bib="http://bibtexml.sf.net/">A performance analysis of correlator-type and matched filter receivers on binary symbol transmission using both orthogonal and antipodal signal sets.  Both types of receivers perform identically with the same detection criteria.</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">
      In this section we will evaluate the probability of error of
      both correlator type receivers and matched filter receivers.  We
      will only present the analysis for transmission of binary
      symbols.  In the process we will demonstrate that both of these
      receivers have identical bit-error probabilities.
    </para>

    <section 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="s1">
      <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/">Antipodal Signals</name>

      <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">
	<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:ci type="fn">
		  <m:msub>
		    <m:mi>s</m:mi>
		    <m:mi>m</m:mi>
		  </m:msub>
		</m:ci>
		<m:ci>t</m:ci>
	      </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:math>
	for 
	<m:math>
	  <m:apply>
	    <m:leq/>
            <m:cn>0</m:cn>
            <m:ci>t</m:ci>
            <m:ci>T</m:ci>
	  </m:apply>
	</m:math>
	with
	<m:math>
	  <m:apply>
	    <m:eq/>
            <m:ci>m</m:ci>
            <m:cn>1</m:cn>
	  </m:apply>
	</m:math>
	and
	<m:math>
	  <m:apply>
	    <m:eq/>
            <m:ci>m</m:ci>
            <m:cn>2</m:cn>
	  </m:apply>
	</m:math>
	and
	<m:math>
	  <m:apply>
	    <m:eq/>
            <m:apply>
              <m:ci type="fn">
                <m:msub>
                  <m:mi>s</m:mi>
                  <m:mn>1</m:mn>
                </m:msub>
              </m:ci>
              <m:ci>t</m:ci>
            </m:apply>
            <m:apply>
              <m:minus/>
	      <m:apply>
		<m:ci type="fn">
		  <m:msub>
		    <m:mi>s</m:mi>
		    <m:mn>2</m:mn>
		  </m:msub>
		</m:ci>
		<m:ci>t</m:ci>
	      </m:apply>
            </m:apply>
	  </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="para3">
	An analysis of the performance of correlation receivers with
	antipodal binary signals can be found <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="m10152">here</cnxn>.  A similar analysis for matched
	filter receivers can be found <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="m10153">here</cnxn>.
      </para>

    </section>

    <section 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="s2">
      <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/">Orthogonal Signals</name>

      <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="para4">
	<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:ci type="fn">
		  <m:msub>
		    <m:mi>s</m:mi>
		    <m:mi>m</m:mi>
		  </m:msub>
		</m:ci>
		<m:ci>t</m:ci>
	      </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:math>
	for
	<m:math>
	  <m:apply>
	    <m:leq/>
            <m:cn>0</m:cn>
            <m:ci>t</m:ci>
            <m:ci>T</m:ci>
	  </m:apply>
	</m:math>
	with
	<m:math>
	  <m:apply>
	    <m:eq/>
            <m:ci>m</m:ci>
            <m:cn>1</m:cn>
	  </m:apply>
	</m:math>
	and
	<m:math>
	  <m:apply>
	    <m:eq/>
            <m:ci>m</m:ci>
            <m:cn>2</m:cn>
	  </m:apply>
	</m:math>
	and
	<m:math>
	  <m:apply>
	    <m:eq/>
            <m:apply>
              <m:scalarproduct/>
	      <m:ci>
		<m:msub>
		  <m:mi>s</m:mi>
		  <m:mn>1</m:mn>
		</m:msub>
	      </m:ci>
	      <m:ci>
		<m:msub>
		  <m:mi>s</m:mi>
		  <m:mn>2</m:mn>
		</m:msub>
	      </m:ci>
            </m:apply>
            <m:cn>0</m:cn>
	  </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="para5">
	An analysis of the performance of correlation receivers with
	orthogonal binary signals can be found <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="m10154">here</cnxn>.  A similar analysis for matched
	filter receivers can be found <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="m10155">here</cnxn>.
      </para>

    </section>

    <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="para6">
      It can be shown in general that correlation and matched filter
      receivers perform with the same symbol error probability if the
      detection criteria is the same for both receivers.
    </para>
  </content>
</document>
