<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0035-001X</journal-id>
<journal-title><![CDATA[Revista mexicana de física]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. mex. fis.]]></abbrev-journal-title>
<issn>0035-001X</issn>
<publisher>
<publisher-name><![CDATA[Sociedad Mexicana de Física]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0035-001X2008000400006</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Synchronization of multi-scroll chaos generators: application to private communication]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gámez-Guzmán]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cruz-Hernández]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[López-Gutiérrez]]></surname>
<given-names><![CDATA[R.M.]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[García-Guerrero]]></surname>
<given-names><![CDATA[E.E.]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Scientific Research and Advanced Studies Center of Ensenada Electronics and Telecommunications Department ]]></institution>
<addr-line><![CDATA[Ensenada B. C]]></addr-line>
<country>México</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Baja California Autonomous University Faculty of Engineering ]]></institution>
<addr-line><![CDATA[Ensenada B.C.]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,CICESE Electronics and Telecommunications Department ]]></institution>
<addr-line><![CDATA[San Diego CA]]></addr-line>
<country>USA</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>08</month>
<year>2008</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>08</month>
<year>2008</year>
</pub-date>
<volume>54</volume>
<numero>4</numero>
<fpage>299</fpage>
<lpage>305</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0035-001X2008000400006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0035-001X2008000400006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0035-001X2008000400006&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[In this paper, the synchronization problem of coupled 2D-grid scroll attractor families in master-slave configuration is studied numerically. In particular, we consider, for synchronization purposes, the chaos generator model of 3 x 3-scroll grid attractors by appealing to Generalized Hamiltonian forms and observer design from nonlinear control theory. A potential application to the transmission of encrypted information is also given.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Este trabajo versa sobre la comunicación secreta de información analógica y digital. El encriptado se produce por sincronía de caos, la cual se obtiene de formas hamiltonianas y el diseño de un observador no lineal. En particular, se emplean circuitos caóticos generadores de una familia de atractores con enrollamientos de 3 x 3 en cuadrícula 2D, como consecuencia produciéndose incremento en la seguridad del cifrado en la transmisión de información confidencial.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Chaos synchronization]]></kwd>
<kwd lng="en"><![CDATA[multi- scroll chaotic attractor]]></kwd>
<kwd lng="en"><![CDATA[observer]]></kwd>
<kwd lng="en"><![CDATA[Generalized Hamiltonian system]]></kwd>
<kwd lng="en"><![CDATA[chaotic encryption]]></kwd>
<kwd lng="en"><![CDATA[private communication]]></kwd>
<kwd lng="es"><![CDATA[Sincronización de caos]]></kwd>
<kwd lng="es"><![CDATA[atractor caótico con enrollamientos de 3 x 3 en cuadrícula 2D]]></kwd>
<kwd lng="es"><![CDATA[sistema hamiltoniano generalizado]]></kwd>
<kwd lng="es"><![CDATA[observador]]></kwd>
<kwd lng="es"><![CDATA[comunicación secreta]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="justify"><font face="verdana" size="4">Investigaci&oacute;n</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="4"><b>Synchronization of multi&#150;scroll chaos generators: application to private communication</b></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="center"><font face="verdana" size="2"><b>L. G&aacute;mez&#150;Guzm&aacute;n&ordf;, C. Cruz&#150;Hern&aacute;ndez&ordf;*, R.M. L&oacute;pez&#150;Guti&eacute;rrez<sup>b</sup> and E.E. Garc&iacute;a&#150;Guerrero<sup>b</sup></b></font></p>     <p align="center"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><i>&ordf; Electronics and Telecommunications Department, Scientific Research and Advanced Studies Center of Ensenada (CICESE), Km. 107, Carretera Tijuana&#150;Ensenada, 22860 Ensenada, B. C, M&eacute;xico.</i></font></p>     <p align="justify"><font face="verdana" size="2"><sup>b</sup> <i>Faculty of Engineering, Baja California Autonomous University (UABC), Km. 103, Carretera Tijuana&#150;Ensenada, 22860Ensenada, B.C., M&eacute;xico.</i></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>* Corresponding author: </b>    ]]></body>
<body><![CDATA[<br>     <i>CICESE, Electronics and Telecommunications Department,     <br>     P.O. Box 434944, San Diego, CA 92143&#150;4944, USA,     <br>   Phone: +52.646.1750500, Fax: +52.646.1750554, </i>    <br>   e&#150;mail: <a href="mailto:ccruz@cicese.mx">ccruz@cicese.mx</a></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2">Recibido el 28 de marzo de 2008    <br>   Aceptado el 2 de junio de 2008</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Abstract</b></font></p>     <p align="justify"><font face="verdana" size="2">In this paper, the synchronization problem of coupled 2D&#150;grid scroll attractor families in master&#150;slave configuration is studied numerically. In particular, we consider, for synchronization purposes, the chaos generator model of 3 x 3&#150;scroll grid attractors by appealing to Generalized Hamiltonian forms and observer design from nonlinear control theory. A potential application to the transmission of encrypted information is also given.</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2"><b>Keywords: </b>Chaos synchronization; multi&#150; scroll chaotic attractor; observer; Generalized Hamiltonian system; chaotic encryption; private communication.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>Resumen</b></font></p>     <p align="justify"><font face="verdana" size="2">Este trabajo versa sobre la comunicaci&oacute;n secreta de informaci&oacute;n anal&oacute;gica y digital. El encriptado se produce por sincron&iacute;a de caos, la cual se obtiene de formas hamiltonianas y el dise&ntilde;o de un observador no lineal. En particular, se emplean circuitos ca&oacute;ticos generadores de una familia de atractores con enrollamientos de 3 x 3 en cuadr&iacute;cula 2D, como consecuencia produci&eacute;ndose incremento en la seguridad del cifrado en la transmisi&oacute;n de informaci&oacute;n confidencial.</font></p>     <p align="justify"><font face="verdana" size="2"><b>Descriptores: </b>Sincronizaci&oacute;n de caos; atractor ca&oacute;tico con enrollamientos de 3 x 3 en cuadr&iacute;cula 2D; sistema hamiltoniano generalizado; observador; comunicaci&oacute;n secreta.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2">PACS: 05.45.+b; 43.72.+q; 43.50.+y (89.75.&#150;K; 05.45.Gg)</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><a href="/pdf/rmf/v54n4/v54n4a6.pdf" target="_blank">DESCARGAR ART&Iacute;CULO EN FORMATO PDF</a></font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2"><b>Acknowledgments</b></font></p>     <p align="justify"><font face="verdana" size="2">This work was supported by the CONACYT, M&eacute;xico under Research Grant No. J49593&#150;Y and P50051&#150;Y, and by the UABC, M&eacute;xico, under Research Grant No. 0465.</font></p>     <p align="justify"><font face="verdana" size="2">&nbsp;</font></p>     <p align="justify"><font face="verdana" size="2"><b>References</b></font></p>     <!-- ref --><p align="justify"><font face="verdana" size="2">1. J.A.K.   Suykens  and  J.   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