<?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>0038-2353</journal-id>
<journal-title><![CDATA[South African Journal of Science]]></journal-title>
<abbrev-journal-title><![CDATA[S. Afr. j. sci.]]></abbrev-journal-title>
<issn>0038-2353</issn>
<publisher>
<publisher-name><![CDATA[Academy of Science of South Africa]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0038-23532012000400015</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Sensitivity versus polarisation in multilayer optical thin film design]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ejigu]]></surname>
<given-names><![CDATA[Efrem K.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Lacquet]]></surname>
<given-names><![CDATA[Beartys M.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,University of Johannesburg Department of Electrical and Electronics Engineering Science ]]></institution>
<addr-line><![CDATA[Johannesburg ]]></addr-line>
<country>South Africa</country>
</aff>
<aff id="A02">
<institution><![CDATA[,University of the Witwatersrand Faculty of Engineering and the Built Environment ]]></institution>
<addr-line><![CDATA[Johannesburg ]]></addr-line>
<country>South Africa</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2012</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2012</year>
</pub-date>
<volume>108</volume>
<numero>7-8</numero>
<fpage>78</fpage>
<lpage>82</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.za/scielo.php?script=sci_arttext&amp;pid=S0038-23532012000400015&amp;lng=en&amp;nrm=iso&amp;tlng=en"></self-uri><self-uri xlink:href="http://www.scielo.org.za/scielo.php?script=sci_abstract&amp;pid=S0038-23532012000400015&amp;lng=en&amp;nrm=iso&amp;tlng=en"></self-uri><self-uri xlink:href="http://www.scielo.org.za/scielo.php?script=sci_pdf&amp;pid=S0038-23532012000400015&amp;lng=en&amp;nrm=iso&amp;tlng=en"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[The design of a polarised optical filter is more complicated than that of a filter where the polarisation effect does not exist (at a normal angle of incidence). An error in the optical parameters, such as the physical thickness or refractive index of a layer, results in a change in the spectral performance of the multilayer structure. The correlation between error sensitivity and the polarisation effect of light in structures designed at an oblique angle was investigated. To illustrate the correlation, a perpendicular (S) and parallel (P) polarised beam splitter, at 0.9818 ìéôé central wavelength, designed by genetic algorithm, was used. The beam splitter changes its state of polarisation according to the error in thickness simultaneously induced in each of the layers. The error was calculated by optimising the original design. The observation of the change of the state of polarisation as a result of error sensitivity leads to a different method of designing pure S-polarised or P-polarised optical filters.]]></p></abstract>
</article-meta>
</front><body><![CDATA[ <p align="right"><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>RESEARCH    ARTICLE</b></font></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="4"><b><a name="top"></a>Sensitivity    versus polarisation in multilayer optical thin film design</b></font></p>     <p>&nbsp;</p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Efrem K. Ejigu<sup>I</sup>;    Beartys M. Lacquet<sup>II</sup></b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><sup>I</sup>Department    of Electrical and Electronics Engineering Science, University of Johannesburg,    Johannesburg, South Africa    <br>   <sup>II</sup>Faculty of Engineering and the Built Environment, University of    the Witwatersrand, Johannesburg, South Africa</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><a href="#back">Correspondence    to</a></font></p>     <p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p>&nbsp;</p> <hr size="1" noshade>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>ABSTRACT</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">The design of a    polarised optical filter is more complicated than that of a filter where the    polarisation effect does not exist (at a normal angle of incidence). An error    in the optical parameters, such as the physical thickness or refractive index    of a layer, results in a change in the spectral performance of the multilayer    structure. The correlation between error sensitivity and the polarisation effect    of light in structures designed at an oblique angle was investigated. To illustrate    the correlation, a perpendicular (S) and parallel (P) polarised beam splitter,    at 0.9818 ìéôé central wavelength, designed by genetic algorithm, was used.    The beam splitter changes its state of polarisation according to the error in    thickness simultaneously induced in each of the layers. The error was calculated    by optimising the original design. The observation of the change of the state    of polarisation as a result of error sensitivity leads to a different method    of designing pure S-polarised or P-polarised optical filters.</font></p> <hr size="1" noshade>     <p>&nbsp;</p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Introduction</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">In the design and    manufacture of a multilayer structure, the sensitivity of layers to error needs    to be given special consideration. Errors in the optical parameters, such as    thickness and refractive index, can have various causes. The sensitivity of    the layers to the induced error results in a change in the spectral performance    of the structure as a result of a change in the interference pattern at the    layer interfaces where the error is induced. The error effect on a multilayer    structure designed at an oblique angle can be intense as a result of polarisation.    A light incident at an oblique angle has two sets of beams: S-polarised and    P-polarised beams. Because of a difference in the phase shift in the S-polarised    and P-polarised beams, the effect of the error seems noticeable in structures    designed at an oblique angle of incidence.<sup>1</sup></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">We analysed the    error sensitivity of a multilayer structure designed at an oblique angle of    incidence. The error sensitivity of each of the layers of a multilayer structure    gives information on the effect it has on the change in the optical behaviour    of S and P components of the beam. The error-induced behavioural change of S-polarised    and P-polarised components leads to a change in the state of polarisation of    the structure as a system. This observation gives an important clue to the method    of designing a pure S-polarised multilayer structure.</font></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Theoretical    background</b></font></p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Sensitivity    analysis</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">A thin film structure    with <b><i>n</i></b> number of layers can be represented by a 2x2 matrix, which    contains the optical parameters (refractive index, physical thickness, etc.)    of a thin film.<sup>2,3,4,5</sup></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Reflectance and    transmittance of an optical filter can be calculated by using the 2x2 matrix    of the multilayer structure surrounded by two substrates.<sup>3</sup> For this    study, a Matlab code computer program,<sup>6</sup> which calculates reflectance    and transmittance, was prepared using the matrix representation method of a    multilayer structure.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Sensitivity is    often related to errors that are induced during the manufacturing process, as    a result of human or instrumental error, as one loses control of precision.<sup>4,7</sup>    Hence, it is useful to study the sensitivity factor, as it has a significant    effect on the final spectral performance of the manufactured thin film. The    optical thin film parameters that are prone to error are the physical thickness    and the refractive index. A sensitivity study helps to reveal the tolerance    level of the thickness or refractive index of each layer.<sup>8</sup> By investigating    the sensitivity, it is possible to see whether the design developed is manufacturable    in the existing depositing conditions. Based on the concept of sensitivity,    it is possible to induce errors in one of the parameters deliberately and adjust    the design to obtain a desired spectral performance. In this study, we exploited    the concept of sensitivity in converting an S-polarised design into a P-polarised    one and vice versa. This conversion can be done by introducing a random change    to all the layers simultaneously.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Using Beumeister's    sensitivity analysis method, it is possible to analyse the sensitivity effect    of only one layer at a time.<sup>4,8 </sup>One-layer-at-a-time variation involves    a partial derivative of reflectance. The partial derivative of the matrix with    respect to quarter wave thickness can be evaluated as in Thelen<sup>8</sup>.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">The sensitivity    of the whole system, as a result of parameter variation in a single layer, can    be calculated by the derivative of the reflectance over a desired spectral range.<sup>5,8,9</sup>    The result gives a good indication of how the spectral performance is affected    by a parameter change. If the parameter involved is simultaneously changed in    all the layers, the effect will be high and the result can be a complete change    of the spectral performance.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">It is important    to have a different form of analysis if we are interested in simultaneously    changing the parameter in all the layers. For this study the method used was    slightly different. Firstly, the variation in thickness needed was determined.    Secondly, by simultaneously adjusting the thickness of each of the layers with    the determined variation, the polarisation state of the design was changed.    The determination of the exact thickness variation values appropriate for each    layer can be rather difficult, but with the help of the optimisation computer    program developed in Matlab code using the Matlab optimisation tool box, the    difficulty can be minimised.<sup>10</sup></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">For this study,    three computer programs were developed. The first program calculated the transmittance,    reflectance and merit value of the multilayer structure.<sup>11,12</sup> The    second program is a classical optimisation program that calls programs from    the Matlab optimisation toolbox and the developed program that calculates merit    values. The third program is a genetic algorithm program that calls programs    from the genetic algorithm tool box<sup>6,13,14,15,16</sup> and the program    that calculates merit values. An original design is prepared using the genetic    algorithm based program. The result of the original design is optimised using    the classical optimisation based program.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Simultaneous variation    of thickness or refractive index needs a different kind of treatment. We investigated    a different way of varying all the layers simultaneously, resulting in the change    of the state of polarisation. The calculation of thickness variation involves    the optimisation of the original design. For instance, the original S-polarised    design undergoes P-polarised optimisation to obtain a second set of parameters.    The variation between the original and the second set is then determined and    used as the variation in thickness of each layer. When all the layers of the    original design are simultaneously subjected to this variation, the design changes    its state of polarisation.</font></p>     <p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Results and    discussion</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">To illustrate the    method of designing polarised filters using the concept of sensitivity, a genetic    algorithm designed beam splitter at an oblique angle of incidence was considered.    Two 50/50 (percentage transmittance/percentage reflectance) beam splitters were    designed with the following characteristics: a central wavelength of 0.9818    ìm, a bandwidth of 0.2 ìéç, an angle of incidence of 45&deg;, and surrounding    substrates with a refractive index value of 1.46. The first original design    was the S-wave beam splitter with a thickness of 24.5072 ìm (<a href="#f1">Figure    1</a>) and the second original design was a P-wave beam splitter with a thickness    of 20.3629 ìém (<a href="#f2">Figure 2</a>). In the genetic algorithm system,    the physical thickness is used as a variable and allowed to vary within the    boundaries of 0.9818 ìm and 0 ìm. The refractive index is not allowed to vary    because the optimisation is conducted on only one of the parameters. The design    consists of two materials - one with a high refractive index (H) and one with    a low refractive index (L) - in alternating layers with a structure of HLHL.    The two materials used in the designs were SO<sub>x</sub>N<sub>y</sub> materials    with refractive index values of 3.2 (H) and 1.7 (L). The optimisation was run    for 15 000 generations.</font></p>     <p><a name="f1"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/sajs/v108n7-8/15f01.jpg"></p>     <p>&nbsp;</p>     <p><a name="f2"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/sajs/v108n7-8/15f02.jpg"></p>     <p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><a href="#f1">Figure    1</a> shows that the S-wave was split in a 50/50 proportion while the P-wave    was split in an 80/20 proportion. In a design using a genetic algorithm, the    program affects only the S-wave and does not control the P-wave. To study the    effect of sensitivity, the thickness of all layers of the original design need    to be altered simultaneously. The effect of the alteration results in the spectral    behaviour change of the original design. This result is shown in <a href="#f3">Figure    3</a>, in which the P-wave was split in a 50/50 proportion, whereas 80% of the    S-wave was reflected. It can be seen here that the S-wave beam splitter design    was changed into a P-wave beam splitter as a result of the sensitivity of the    original design to the induced thickness errors.</font></p>     <p><a name="f3"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/sajs/v108n7-8/15f03.jpg"></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">The spectral performance    of the P-wave beam splitter original design is shown in <a href="#f2">Figure    2</a>. The P-wave was split in a 50/50 proportion and almost 85% of the S-wave    was reflected. This design is intended to control only the P-wave, which is    why we did not see any control over the reflectance of the S-wave. Each layer    in this design is subjected to a simultaneous alteration. The alteration results    in the complete change of the optical behaviour of the original design in the    same fashion as the first design does. The changed spectral performance is shown    in <a href="#f4">Figure 4</a>. The S-wave was split in a 50/50 proportion and    the P-wave in an 80/20 proportion. When studying the original design of the    P-wave and the resulting design after thickness alteration, it could be seen    that the P-wave beam splitter had been transformed into an S-wave beam splitter.</font></p>     <p><a name="f4"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/sajs/v108n7-8/15f04.jpg"></p>     <p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">It is important    to know that neither of the two original designs purely polarise the S-wave    or P-wave, but are intended to split the S-wave or P-wave into a 50/50 proportion,    depending on the design. For instance, the S-wave beam splitter design is only    intended to control the S-wave in a 50/50 proportion while the P-wave is uncontrolled.    The designs, after undergoing thickness adjustment, change their spectral behaviour    depending on their sensitivity to error. Any design will react to an error in    any of the parameters by changing the spectral behaviour. The two examples illustrate    the concept of sensitivity in the design of S-polarised or P-polarised beam    splitters. This concept is one we used in the process of finally obtaining a    pure polariser.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">The spectral performance    of a beam splitter that splits the P-wave into a 50/50 proportion is illustrated    in <a href="#f3">Figure 3</a>. It results from the thickness adjustment of the    S-wave original design. The spectral performance of a beam splitter that splits    the S-wave into a 50/50 proportion results from the thickness adjustment of    the P-wave original design and is shown in <a href="#f4">Figure 4</a>.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">We have also shown    that a relatively pure S-wave beam splitter can be obtained when the beam splitter    of the original design, either the S-wave or the P-wave, and the designs obtained    after thickness alteration are placed in series.<sup>1</sup> The reflectance    of a thin film that is constructed with a series-order arrangement of the first    original design with its adjusted design is illustrated in <a href="#f5">Figure    5</a>. It is possible to see that the P-wave was almost 95% transmitted, whereas    the S-wave was split in a 55/45 proportion. Although the S-wave was not split    in an exact 50/50 proportion, the 55/45 result is promising.</font></p>     <p><a name="f5"></a></p>     <p>&nbsp;</p>     <p align="center"><img src="/img/revistas/sajs/v108n7-8/15f05.jpg"></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">The overall reflectance    of a thin film constructed with a series-order arrangement of the P-wave original    design with its adjusted design is shown in <a href="#f6">Figure 6</a>. The    S-wave was split close in an almost 50/50 proportion and the P-wave was 95%    transmitted. It is very interesting to see that this result is far better than    the previous one (<a href="#f5">Figure 5</a>) when the rejection region is analysed.    Hence, a better, pure S-wave polarised beam splitter can be constructed using    the P-wave original design and its adjusted design.</font></p>     <p><a name="f6"></a></p>     <p>&nbsp;</p>     ]]></body>
<body><![CDATA[<p align="center"><img src="/img/revistas/sajs/v108n7-8/15f06.jpg"></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">It also is interesting    to see from the results that the concept of sensitivity is a powerful tool in    understanding the factor responsible for the polarisation state change of a    thin film design. Sensitivity is an important factor in the design of a pure    polariser. This work can be extended to investigate the effect of refractive    index parameter variation, but we do not expect the results would be as promising    as those obtained from physical thickness parameter alteration.</font></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Conclusion</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">We have successfully    related the concept of sensitivity to the design of a polarised multilayer structure.    It is important for a designer to control each layer's sensitivity to parameter    error. The importance of considering the sensitivity effect, when preparing    a design, is demonstrated in the design of the S-wave and P-wave beam splitter.    The change in the polarisation state of a design, from an error deliberately    induced, illustrates the use of the concept of sensitivity in designing polarisers.    The concept of sensitivity is also demonstrated when a pure S-polarised beam    splitter is designed. The findings of this study can be used in the design of    pure polarised optical filters for optical communication applications.</font></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>Acknowledgements</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">We would like to    thank the Department of Electrical and Electronics Engineering Science in the    Faculty of Engineering and the Built Environment at the University of Johannesburg,    the National Research Foundation (South Africa), and the Technology and Human    Resources for Industry Programme for funding the research.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Competing interests</b></font></p>     ]]></body>
<body><![CDATA[<p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">We declare that    we have no financial or personal relationships which may have inappropriately    influenced us in writing this paper.</font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b>Authors' contributions</b></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">E.K.E. performed    the work and B.M.L. supervised the work.</font></p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="3"><b>References</b></font></p>     <!-- ref --><p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">1.&nbsp;Mohammed    B, Mohammed Z. Chebychev response of thin film optical filters. 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J Opt Soc    Am. 1962;52:1149-1152. <a href="http://dx.doi.org/10.1364/JOSA.52.001149" target="_blank">http://dx.doi.org/10.1364/JOSA.52.001149</a></font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=753849&pid=S0038-2353201200040001500014&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">15.&nbsp;Ejigu    EK, Lacquet BM. Design of polarised and non-polarised edge filters using genetic    algorithm. J Opt. 2010;12(3):035401. <a href="http://dx.doi.org/10.1088/2040-8978/12/3/035401" target="_blank">http://dx.doi.org/10.1088/2040-8978/12/3/035401</a></font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=753850&pid=S0038-2353201200040001500015&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">16.&nbsp;Houck    C, Jones J, Kay M. The genetic algorithm optimisation toolbox (GAOT) for Matlab    5 NCSU-IE TR95-09.1995 &#91;homepage on the Internet&#93;. c1995 &#91;cited    2007 Jan 30&#93;. Available from: <a href="ftp://ftp.eos.ncsu.edu/pub/simul/GAOT" target="_blank">ftp://ftp.eos.ncsu.edu/pub/simul/GAOT</a></font>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=753851&pid=S0038-2353201200040001500016&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><p>&nbsp;</p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"><b><a name="back"></a><a href="#top"><img src="/img/revistas/sajs/v108n7-8/seta.jpg" border="0"></a>    Correspondence to:    <br>   </b> Efrem Ejigu    <br>   PO Box 292030,    <br>   Melville 2109, South Africa    <br>   Email:<a href="mailto:efremkz@gmail.com">efremkz@gmail.com</a></font></p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2">Received: 11 Feb.    2010    <br>   Accepted: 27 Feb. 2012    ]]></body>
<body><![CDATA[<br>   Published: 9 July 2012</font></p>     <p>&nbsp;</p>     <p>&nbsp;</p>     <p><font face="Verdana, Arial, Helvetica, sans-serif" size="2"> &copy; 2012. The    Authors. Licensee: AOSIS OpenJournals. This work is licensed under the Creative    Commons Attribution License.</font></p>      ]]></body>
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