ANN Models for Microstrip Line Synthesis and Analysis

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Rama Krishna"> <meta name="citation_author" content="J.Lakshmi Narayana"> <meta name="citation_author" content="Dr.L.Pratap Reddy"> <meta name="citation_publication_date" content="2008/10/21"> <meta name="citation_journal_title" content="International Journal of Electrical and Computer Engineering"> <meta name="citation_volume" content="2"> <meta name="citation_issue" content="10"> <meta name="citation_firstpage" content="2343"> <meta name="citation_lastpage" content="2347"> <meta name="citation_pdf_url" content="https://publications.waset.org/15045/pdf"> <link href="https://cdn.waset.org/favicon.ico" type="image/x-icon" rel="shortcut icon"> <link href="https://cdn.waset.org/static/plugins/bootstrap-4.2.1/css/bootstrap.min.css" rel="stylesheet"> <link href="https://cdn.waset.org/static/plugins/fontawesome/css/all.min.css" rel="stylesheet"> <link href="https://cdn.waset.org/static/css/site.css?v=150220211555" rel="stylesheet"> </head> <body> <header> <div class="container"> <nav 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class="card-body"><strong>Paper Count:</strong> 33179</div> </div> </div> </div> <div class="card publication-listing mt-3 mb-3"> <h5 class="card-header" style="font-size:.9rem">ANN Models for Microstrip Line Synthesis and Analysis</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Dr.K.Sri%20Rama%20Krishna">Dr.K.Sri Rama Krishna</a>, <a href="https://publications.waset.org/search?q=J.Lakshmi%20Narayana"> J.Lakshmi Narayana</a>, <a href="https://publications.waset.org/search?q=Dr.L.Pratap%20Reddy"> Dr.L.Pratap Reddy</a> </p> <p class="card-text"><strong>Abstract:</strong></p> Microstrip lines, widely used for good reason, are broadband in frequency and provide circuits that are compact and light in weight. They are generally economical to produce since they are readily adaptable to hybrid and monolithic integrated circuit (IC) fabrication technologies at RF and microwave frequencies. Although, the existing EM simulation models used for the synthesis and analysis of microstrip lines are reasonably accurate, they are computationally intensive and time consuming. Neural networks recently gained attention as fast and flexible vehicles to microwave modeling, simulation and optimization. After learning and abstracting from microwave data, through a process called training, neural network models are used during microwave design to provide instant answers to the task learned.This paper presents simple and accurate ANN models for the synthesis and analysis of Microstrip lines to more accurately compute the characteristic parameters and the physical dimensions respectively for the required design specifications. <iframe src="https://publications.waset.org/15045.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Neural%20Models" title="Neural Models">Neural Models</a>, <a href="https://publications.waset.org/search?q=Algorithms" title=" Algorithms"> Algorithms</a>, <a href="https://publications.waset.org/search?q=Microstrip%20Lines" title=" Microstrip Lines"> Microstrip Lines</a>, <a href="https://publications.waset.org/search?q=Analysis" title="Analysis">Analysis</a>, <a href="https://publications.waset.org/search?q=Synthesis" title=" Synthesis"> Synthesis</a> </p> <p class="card-text"><strong>Digital Object Identifier (DOI):</strong> <a href="https://doi.org/10.5281/zenodo.1084282" target="_blank">doi.org/10.5281/zenodo.1084282</a> </p> <a href="https://publications.waset.org/15045/ann-models-for-microstrip-line-synthesis-and-analysis" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/15045/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/15045/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/15045/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/15045/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/15045/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/15045/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/15045/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/15045/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/15045/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/15045/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/15045.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">2165</span> </span> <p class="card-text"><strong>References:</strong></p> <br>[1] M.L.Sisodia and Vijay Laxmi Gupta, Microwaves-Introduction to Circuits,Devices and Antennas,New Age International (P) Ltd.,New Delhi,2001. <br>[2] K.C.Gupta, R.Garg, I.Bahl and P.Bhartis, Microstrip Lines and Slotlines,Second Edition,Artech,Boston,1996. <br>[3] Leo G.Mabratsky, "Reviewing The Basics of Microstrip Lines", Microwaves & RF March 2000. <br>[4] E.O.Hammerstard, "Equations for Microstrip Circuit Design" in Proceedings of the European Microwave Conference,Hamburg, Germany,1975,pp.268-272. <br>[5] E.O.Hammerstard and O.Jensen, "Accurate Models for Microstrip Computer-aided design" IEEE MTT-S,1980,Digest,pp.407-409. <br>[6] H.Wheeler, "Transmission line properties of parallel strips separated by a dielectric sheet",IEEE Trans.,MTT-13,1965,172-185. <br>[7] Haykin.S., Neural Networks:A Comprehensive Foundation, Macmillan College Publishing Comp.,New York,USA,1994. <br>[8] Q.J.Zhang and K.C.Gupta, Neural Networks for RF and Microwave Design, Artech House,2000. <br>[9] Christodoulou,C.G and M.Georgiopoulos, Application of Neural Networks in Electromagnetics, Artech House,MA,2001. <br>[10] Q.J.Zhang,K.C.Gupta and V.K.Devabhaktuni, "Artificial neural networks for RF and Microwave Design: from theory to practice",IEEE Trans.MTT,vol.51,pp.1339-1350,March 2003. <br>[11] X.Ding, V.K.Devabhaktuni, B.Chattaraje, M.C.e.Yagoub, M.Doe, J.J.xu and Q.J.Zhang, "neural network approaches to electromagnetic based modeling of passive components and their applications to high - frequency and high -speed nonlinear circuit optimization", IEEE Trans. MTT,vol.52,pp.436-449,January 2004. <br>[12] Guney,K.,C.Yildiz,S.Kaya and M.Turkmen, "Artifcial neural networks for calculating the characteristic impedance of air suspended trapezoidal and rectangular -shaped micro shield lines",Journal of Electromagnetic wave and applications ,Vol.20,pp.1161-1174,2006. <br>[13] Jin,L.C,L.Ruan and L.Y.chun, "Design E-plane bandpass filter based on EM-ANN model," Journal of electromagnetic Wave and Applications, Vol.20,pp.1061-1069,2006. <br>[14] Mohamed, M.D.A., E.A .Soliman and M.A.ElGamal, "Optimization and characterization of electromagnetically coupled patch antennas using RBF neural networks", Journal of electromagnetic Wave and Applications, Vol.20,pp.1101-1114,2006. <br>[15] Thomas,V., et al, "A novel technique for localizing the scatterer in inverse profiling of two dimensional circularly symmetric dielectric scatterers using degree of symmetry and neural networks," Journal of electromagnetic Wave and Applications,Vol.19,pp.2113-2121,2005. <br>[16] J.Lakshmi Narayana,Dr.K.Sri Rama Krishna and B.Vanajakshi," Neural Network Models for Nonlinear Devices and Circuits" in proceedings of the Computer Communication and Control, RVCE, Bangalore,pp.21-25, 2006. <br>[17] J.Lakshmi Narayana, Dr.K.Sri Rama Krishna and Dr.L.Pratap Reddy, "Neural Network Training Algorithms for RF and Microwave Applications", in proceedings of the Advanced Computing and Communication Technologies,Haryana,pp.496-501, 2007. <br>[18] J.Lakshmi Narayana, Dr.K.Sri Rama Krishna and Dr.L.Pratap Reddy, "ANN Structures for RF and Microwave Applications", in proceedings of the Recent Applications of Soft Computing in Engineering and Technology,Alwar,pp.91-98, 2007. <br>[19] J.Lakshmi Narayana, Dr.K.Sri Rama Krishna and Dr.L.Pratap Reddy, "Design of Microstrip Antennas using Artificial Neural Networks", in proceedings of the Computational Intelligence and Multimedia Applications (IEEE Computer Society),SivaKasi,pp.332-334, 2007. <br>[20] J.Lakshmi Narayana, Dr.K.Sri Rama Krishna and Dr.L.Pratap Reddy, "Performance Evaluation of Neural Models for the Analysis of GaAs MESFET",Journal of Information Communication Technology,vol.01, pp. 31-41, 2008. <br>[21] J.Lakshmi Narayana, Dr.K.Sri Rama Krishna and Dr.L.Pratap Reddy, "ANN models for Coplanar Stripline Analysis and Synthesis",Journal of Computer Science and Network Security,vol.01 pp. 200-204, October 2008. </div> </div> </div> </main> <footer> <div id="infolinks" class="pt-3 pb-2"> <div class="container"> <div style="background-color:#f5f5f5;" class="p-3"> <div class="row"> <div class="col-md-2"> <ul class="list-unstyled"> About <li><a href="https://waset.org/page/support">About Us</a></li> <li><a href="https://waset.org/page/support#legal-information">Legal</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/WASET-16th-foundational-anniversary.pdf">WASET celebrates its 16th foundational anniversary</a></li> </ul> </div> <div class="col-md-2"> 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ANN Models for Microstrip Line Synthesis and Analysis