<?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>1409-2433</journal-id>
<journal-title><![CDATA[Revista de Matemática Teoría y Aplicaciones]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. Mat]]></abbrev-journal-title>
<issn>1409-2433</issn>
<publisher>
<publisher-name><![CDATA[Centro de Investigaciones en Matemática Pura y Aplicada (CIMPA) y Escuela de Matemática, San José, Costa Rica.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1409-24332015000100004</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Wavelets infinitamente oscilantes y un eficiente algoritmo de implementación basado en la FFT]]></article-title>
<article-title xml:lang="en"><![CDATA[Infinitely oscillating wavelets and an efficient implementation algorithm based on the FFT]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Fabio]]></surname>
<given-names><![CDATA[Marcela]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Serrano]]></surname>
<given-names><![CDATA[Eduardo P]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad de San Martín  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Argentina</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Universidad de San Martín  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Argentina</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2015</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2015</year>
</pub-date>
<volume>22</volume>
<numero>1</numero>
<fpage>61</fpage>
<lpage>69</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_arttext&amp;pid=S1409-24332015000100004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_abstract&amp;pid=S1409-24332015000100004&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_pdf&amp;pid=S1409-24332015000100004&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[En este trabajo presentamos el diseño de una wavelet ortogonal, infinitamente oscilante, localizada en el tiempo con decaimiento 1=jtjn y de banda limitada. Su aplicación conduce a la descomposición de señales en ondas de frecuencia instantánea bien definida. Presentamos además el algoritmo de implementación para el análisis y síntesis basado en la Transformada Rápida de Fourier con la misma complejidad que el algoritmo de Mallat.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[In this work we present the design of an orthogonal wavelet, infinitely oscillating, located in time with decay 1=jtjn and limited-band. Its application leads to the signal decomposition in waves of instantaneous, well defined frequency. We also present the implementation algorithm for the analysis and synthesis based on the Fast Fourier Transform (FFT) with the same complexity as Mallat’s algorithm.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[wavelet tipo pasa-banda]]></kwd>
<kwd lng="es"><![CDATA[algoritmo de Mallat]]></kwd>
<kwd lng="es"><![CDATA[FFT]]></kwd>
<kwd lng="es"><![CDATA[análisis de multirresolución]]></kwd>
<kwd lng="es"><![CDATA[frecuencia instantánea]]></kwd>
<kwd lng="en"><![CDATA[pass-band wavelet]]></kwd>
<kwd lng="en"><![CDATA[Mallat’s algorithm]]></kwd>
<kwd lng="en"><![CDATA[FFT]]></kwd>
<kwd lng="en"><![CDATA[multiresolution analysis]]></kwd>
<kwd lng="en"><![CDATA[instantaneous frequency]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <div style="text-align: justify;">     <div style="text-align: center;"><font  style="font-family: Verdana; font-weight: bold;" size="4">Wavelets infinitamente oscilantes y un eficiente algoritmo de implementaci&oacute;n basado en la FFT</font>    <br>     <br> <font style="font-family: Verdana; font-weight: bold;" size="4">Infinitely oscillating wavelets and a efficient implementation algorithm based on the FFT</font><font style="font-family: Verdana; font-weight: bold;"  size="3"> </font>    <br> </div>     <br>     <div style="text-align: center;"><font style="font-family: Verdana;"  size="2">Marcela Fabio<a href="#1">*</a><a name="3"></a>+</font><font  style="font-family: Verdana;" size="2"> Eduardo P. Serrano<a href="#2">&#8224;</a><a  name="4"></a>*</font>    <br> </div> <hr style="width: 100%; height: 2px;"><font  style="font-family: Verdana; font-weight: bold;" size="3">Resumen</font>    <br>     <br> <font style="font-family: Verdana;" size="2">En este trabajo presentamos el dise&ntilde;o de una wavelet ortogonal, infinitamente oscilante, localizada en el tiempo con decaimiento 1=jtjn y de banda limitada. Su aplicaci&oacute;n conduce a la descomposici&oacute;n de se&ntilde;ales en ondas de frecuencia instant&aacute;nea bien definida. Presentamos adem&aacute;s el algoritmo de implementaci&oacute;n para el an&aacute;lisis y s&iacute;ntesis basado en la Transformada</font><font style="font-family: Verdana;"  size="2"> R&aacute;pida de Fourier con la misma complejidad que el algoritmo de Mallat.</font>    ]]></body>
<body><![CDATA[<br>     <br> <font style="font-family: Verdana;" size="2"><span  style="font-weight: bold;">Palabras clave</span>: wavelet tipo pasa-banda; algoritmo de Mallat; FFT; an&aacute;lisis de multirresoluci&oacute;n; frecuencia instant&aacute;nea.</font>    <br>     <br> <font style="font-family: Verdana; font-weight: bold;" size="3">Abstract</font>    <br>     <br> <font style="font-family: Verdana;" size="2">In this work we present the design of an orthogonal wavelet, infinitely oscillating, located in time with decay 1=jtjn and limited-band. Its application leads to the signal decomposition in waves of instantaneous, well defined frequency. We also present the implementation algorithm for the</font>    <br> <font style="font-family: Verdana;" size="2">analysis and synthesis based on the Fast Fourier Transform (FFT) with the same complexity as Mallat&#8217;s algorithm.</font>    <br>     <br> <font style="font-family: Verdana;" size="2"><span  style="font-weight: bold;">Keywords</span>: pass-band wavelet; Mallat&#8217;s algorithm; FFT; multiresolution analysis; instantaneous frequency.</font>    <br>     ]]></body>
<body><![CDATA[<br> <font style="font-family: Verdana; font-weight: bold;" size="2">Mathematics Subject Classification: 42C40, 44A05.</font>    <br> <hr style="width: 100%; height: 2px;">    <br>     <br> <font style="font-family: Verdana;" size="2">Ver contenido en pdf.</font>    <br>     <br> <hr style="width: 100%; height: 2px;">    <br> <font style="font-family: Verdana; font-weight: bold;" size="3">Referencias</font>    <br>     <br>     <!-- ref --><div style="text-align: left;"><font style="font-family: Verdana;"  size="2">1 Donoho, D.L. (1995) &#8220;Nonlinear solution of Linear Inverse problems by Wavelet-Vaguelet decomposition&#8221;, Applied and Computational Harmonic Analysis 2(2): 101&#8211;126.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961538&pid=S1409-2433201500010000400001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    <br>     <!-- ref --><br> <font style="font-family: Verdana;" size="2">[2] Huang, N.E; Shen, Z.; Long, S.R.; Wu, M.C.; Shih, H.H.; Zheng, Q.; Yen, N.C.; Tung, C.C.; Liu, H.H. (1998) &#8220;The empirical mode decomposition and the Hilbert spectrum for non-stationary time series analysis&#8221;, <span style="font-style: italic;">Proc. R. Soc. Lond</span>. A 454: 903&#8211;995.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961541&pid=S1409-2433201500010000400002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    <br>     <!-- ref --><br> <font style="font-family: Verdana;" size="2">[3] Jaffard, S.; Lashermes, B.; Abry, P. (2007) &#8220;Wavelet leaders in multifractal analysis&#8221;, in: T. Qian, M. Vai, X. Yuesheng (Esd.) <span  style="font-style: italic;">Wavelet Analysis and Applications</span>, Birkh&auml;user, Basel, Switzerland: 201&#8211;246.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961544&pid=S1409-2433201500010000400003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    <br>     <!-- ref --><br> <font style="font-family: Verdana;" size="2">[4] Li, L.C. (2010) &#8220;A new method of wavelet transform based on FFT for signal processing&#8221;, <span style="font-style: italic;">Second WRI Global Congres on Intelligent Systems</span>, IEEE Computer Society: 203&#8211;206.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961547&pid=S1409-2433201500010000400004&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    ]]></body>
<body><![CDATA[<br>     <!-- ref --><br> <font style="font-family: Verdana;" size="2">[5] Mallat, S. (2009) <span  style="font-style: italic;">A Wavelet Tour of Signal Processing, The Sparse Way</span>. Academic Press&#8211;Elsevier, Burlington MA.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961550&pid=S1409-2433201500010000400005&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    <br>     <!-- ref --><br> <font style="font-family: Verdana;" size="2">[6] Meyer, Y. (1993) <span  style="font-style: italic;">Wavelets, Algorithms and Applications</span>. SIAM, Philadelphia PA.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961553&pid=S1409-2433201500010000400006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    <br>     <!-- ref --><br> <font style="font-family: Verdana;" size="2">[7] Meyer, Y. (2001) <span  style="font-style: italic;">Oscillating Pattern in Image Processing and Nonlinear Evolution Equations.</span> American Mathematical Society, Providence RI.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961556&pid=S1409-2433201500010000400007&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    <br>     ]]></body>
<body><![CDATA[<!-- ref --><br> <font style="font-family: Verdana;" size="2">[8] Serrano, E.; Figliola, A. (2008) <span style="font-style: italic;">Littlewood-Paley spline wavelets: a simple and efficient tool for signal and image processing in industrial applications</span>, Proceedings in Applied Mathematics and Mechanics (PAMM), Wiley InterScience, 7: 1040313&#8211;1040314.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961559&pid=S1409-2433201500010000400008&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    <br>     <!-- ref --><br> <font style="font-family: Verdana;" size="2">[9] Serrano, E.; Fabio, M. (2010) &#8220;Dise&ntilde;o de funciones elementales combinando la transformada wavelet y la transformada de Hilbert&#8221;, <span  style="font-style: italic;">UMA 2010</span>, Tandil, Argentina.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961562&pid=S1409-2433201500010000400009&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    <br>     <!-- ref --><br> <font style="font-family: Verdana;" size="2">[10] Serrano, E.; Fabio, M.; Arag&oacute;n, A. (2011) &#8220;Caracterizaci&oacute;n de la frecuencia instant&aacute;nea en se&ntilde;ales tipo pasa-banda&#8221;, <span  style="font-style: italic;">III MACI</span>, Asociaci&oacute;n Argentina de Matem&aacute;tica Aplicada, Computacional e Industrial. Bah&iacute;a Blanca, Argentina.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1961565&pid=S1409-2433201500010000400010&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --></font>    <br> </div>     <br> <font style="font-family: Verdana;" size="2"><a name="1"></a><a  href="#3">*</a>Centro de Matem&aacute;tica Aplicada, Universidad de San Mart&iacute;n, Argentina. E-Mail: mfabio@unsam.edu.ar</font>    ]]></body>
<body><![CDATA[<br> <font style="font-family: Verdana;" size="2"><a name="2"></a><a  href="#4">&#8224;</a>Centro de Matem&aacute;tica Aplicada, Universidad de San Mart&iacute;n y Escuela Superior T&eacute;cnica del Ej&eacute;rcito &#8220;General Manuel N. Savio&#8221;, I.E.S.E., Argentina. E-Mail: eserrano@unsam.edu.ar</font>    <br> <hr style="width: 100%; height: 2px;">     <div style="text-align: center;"><font  style="font-family: Verdana; font-weight: bold;" size="2">Received: 5/Mar/2012; Revised: 3/Sep/2014; Accepted: 17/Oct/2014 </font></div> </div>      ]]></body><back>
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