Data Compression in Ultrasonic Network Communication via Sparse Signal Processing

<!DOCTYPE html> <html lang="en" dir="ltr"> <head>  <script async src="https://www.googletagmanager.com/gtag/js?id=G-P63WKM1TM1"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-P63WKM1TM1'); </script>  <script type="text/javascript" > (function(m,e,t,r,i,k,a){m[i]=m[i]||function(){(m[i].a=m[i].a||[]).push(arguments)}; m[i].l=1*new Date(); for (var j = 0; j < document.scripts.length; j++) {if (document.scripts[j].src === r) { return; }} k=e.createElement(t),a=e.getElementsByTagName(t)[0],k.async=1,k.src=r,a.parentNode.insertBefore(k,a)}) (window, document, "script", "https://mc.yandex.ru/metrika/tag.js", "ym"); ym(55165297, "init", { clickmap:false, trackLinks:true, accurateTrackBounce:true, webvisor:false }); </script> <noscript><div><img src="https://mc.yandex.ru/watch/55165297" style="position:absolute; left:-9999px;" alt="" /></div></noscript>    <title>Data Compression in Ultrasonic Network Communication via Sparse Signal Processing</title> <meta name="description" content="Data Compression in Ultrasonic Network Communication via Sparse Signal Processing"> <meta name="keywords" content="Data compression, ultrasonic communication, guided waves, FEM analysis."> <meta name="viewport" content="width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1, user-scalable=no"> <meta charset="utf-8"> <meta name="citation_title" content="Data Compression in Ultrasonic Network Communication via Sparse Signal Processing"> <meta name="citation_author" content="Beata Zima"> <meta name="citation_author" content="Octavio A. Márquez Reyes"> <meta name="citation_author" content="Masoud Mohammadgholiha"> <meta name="citation_author" content="Jochen Moll"> <meta name="citation_author" content="Luca De Marchi"> <meta name="citation_publication_date" content="2023/02/07"> <meta name="citation_journal_title" content="International Journal of Structural and Construction Engineering"> <meta name="citation_volume" content="17"> <meta name="citation_issue" content="2"> <meta name="citation_firstpage" content="98"> <meta name="citation_lastpage" content="104"> <meta name="citation_pdf_url" content="https://publications.waset.org/10012947/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 class="navbar navbar-expand-lg navbar-light"> <a class="navbar-brand" href="https://waset.org"> <img src="https://cdn.waset.org/static/images/wasetc.png" alt="Open Science Research Excellence" title="Open Science Research Excellence" /> </a> <button class="d-block d-lg-none navbar-toggler ml-auto" type="button" data-toggle="collapse" data-target="#navbarMenu" aria-controls="navbarMenu" aria-expanded="false" aria-label="Toggle navigation"> <span class="navbar-toggler-icon"></span> </button> <div class="w-100"> <div class="d-none d-lg-flex flex-row-reverse"> <form method="get" action="https://waset.org/search" class="form-inline my-2 my-lg-0"> <input class="form-control mr-sm-2" type="search" placeholder="Search Conferences" value="" name="q" aria-label="Search"> <button class="btn btn-light my-2 my-sm-0" type="submit"><i class="fas fa-search"></i></button> </form> </div> <div class="collapse navbar-collapse mt-1" id="navbarMenu"> <ul class="navbar-nav ml-auto align-items-center" id="mainNavMenu"> <li class="nav-item"> <a class="nav-link" href="https://waset.org/conferences" title="Conferences in 2024/2025/2026">Conferences</a> </li> <li class="nav-item"> <a class="nav-link" href="https://waset.org/disciplines" title="Disciplines">Disciplines</a> </li> <li class="nav-item"> <a class="nav-link" href="https://waset.org/committees" rel="nofollow">Committees</a> </li> <li class="nav-item dropdown"> <a class="nav-link dropdown-toggle" href="#" id="navbarDropdownPublications" role="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false"> Publications </a> <div class="dropdown-menu" aria-labelledby="navbarDropdownPublications"> <a class="dropdown-item" href="https://publications.waset.org/abstracts">Abstracts</a> <a class="dropdown-item" href="https://publications.waset.org">Periodicals</a> <a class="dropdown-item" href="https://publications.waset.org/archive">Archive</a> </div> </li> <li class="nav-item"> <a class="nav-link" href="https://waset.org/page/support" title="Support">Support</a> </li> </ul> </div> </div> </nav> </div> </header> <main> <div class="container mt-4"> <div class="row"> <div class="col-md-9 mx-auto"> <form method="get" action="https://publications.waset.org/search"> <div id="custom-search-input"> <div class="input-group"> <i class="fas fa-search"></i> <input type="text" class="search-query" name="q" placeholder="Author, Title, Abstract, Keywords" value=""> <input type="submit" class="btn_search" value="Search"> </div> </div> </form> </div> </div> <div class="row mt-3"> <div class="col-sm-3"> <div class="card"> <div class="card-body"><strong>Commenced</strong> in January 2007</div> </div> </div> <div class="col-sm-3"> <div class="card"> <div class="card-body"><strong>Frequency:</strong> Monthly</div> </div> </div> <div class="col-sm-3"> <div class="card"> <div class="card-body"><strong>Edition:</strong> International</div> </div> </div> <div class="col-sm-3"> <div class="card"> <div class="card-body"><strong>Paper Count:</strong> 33093</div> </div> </div> </div> <div class="card publication-listing mt-3 mb-3"> <h5 class="card-header" style="font-size:.9rem">Data Compression in Ultrasonic Network Communication via Sparse Signal Processing</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Beata%20Zima">Beata Zima</a>, <a href="https://publications.waset.org/search?q=Octavio%20A.%20M%C3%A1rquez%20Reyes"> Octavio A. Márquez Reyes</a>, <a href="https://publications.waset.org/search?q=Masoud%20Mohammadgholiha"> Masoud Mohammadgholiha</a>, <a href="https://publications.waset.org/search?q=Jochen%20Moll"> Jochen Moll</a>, <a href="https://publications.waset.org/search?q=Luca%20De%20Marchi"> Luca De Marchi</a> </p> <p class="card-text"><strong>Abstract:</strong></p> <p>This document presents the approach of using compressed sensing in signal encoding and information transferring within a guided wave sensor network, comprised of specially designed frequency steerable acoustic transducers (FSATs). Wave propagation in a damaged plate was simulated using commercial FEM-based software COMSOL. Guided waves were excited by means of FSATs, characterized by the special shape of its electrodes, and modeled using PIC255 piezoelectric material. The special shape of the FSAT, allows for focusing wave energy in a certain direction, accordingly to the frequency components of its actuation signal, which makes a larger monitored area available. The process begins when a FSAT detects and records reflection from damage in the structure, this signal is then encoded and prepared for transmission, using a combined approach, based on Compressed Sensing Matching Pursuit and Quadrature Amplitude Modulation (QAM). After codification of the signal is in binary, the information is transmitted between the nodes in the network. The message reaches the last node, where it is finally decoded and processed, to be used for damage detection and localization purposes. The main aim of the investigation is to determine the location of detected damage using reconstructed signals. The study demonstrates that the special steerable capabilities of FSATs, not only facilitate the detection of damage but also permit transmitting the damage information to a chosen area in a specific direction of the investigated structure.</p> <iframe src="https://publications.waset.org/10012947.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Data%20compression" title="Data compression">Data compression</a>, <a href="https://publications.waset.org/search?q=ultrasonic%20communication" title=" ultrasonic communication"> ultrasonic communication</a>, <a href="https://publications.waset.org/search?q=guided%20waves" title=" guided waves"> guided waves</a>, <a href="https://publications.waset.org/search?q=FEM%20analysis." title=" FEM analysis."> FEM analysis.</a> </p> <a href="https://publications.waset.org/10012947/data-compression-in-ultrasonic-network-communication-via-sparse-signal-processing" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/10012947/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/10012947/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/10012947/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/10012947/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/10012947/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/10012947/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/10012947/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/10012947/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/10012947/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/10012947/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/10012947.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">378</span> </span> <p class="card-text"><strong>References:</strong></p> <br>[1] M. Mitra, and S. Gopalakrishnan, “Guided wave based structural health monitoring: A review,” Smart Mater. Struct., vol. 25(5), pp. 053001–053027, 2016. <br>[2] P. Kudela, M. Radzienski, W. Ostachowicz, and Z. Yang, ‘‘Structural health monitoring system based on a concept of Lamb wave focusing by the piezoelectric array,’’ Mech. Syst. Signal Process., vol. 108, pp. 21–32, 2018. <br>[3] J. Moll, L. De Marchi, C. Kexel, and A. Marzani, ‘‘High resolution defect imaging in guided waves inspections by dispersion compensation and nonlinear data fusion,’’ Acta. Acust. Unitec. Ac., vol. 103, no. 6, pp. 941–949, Nov. 2017. <br>[4] P. Kudela, M. Radzienski, and W. Ostachowicz, ‘‘Impact induced damage assessment by means of Lamb wave image processing,’’ Mech. Syst. Sig. Process., vol. 102, pp. 23–36, 2018. <br>[5] B. Zima, “Baseline-free debonding detection in reinforced concrete structures by elastic wave propagation,” Measurement, vol. 172, pp. 108907, 2021. <br>[6] J. Moll, R.T Schulte., B. Hartmann, C.P. Fritzen., O. Nelles, “Multi-site damage localization in anisotropic plate-like structures using an active guided wave structural health monitoring system,” Smart Mater. Struct., vol. 19(4), 2010. <br>[7] L. De Marchi, A. Marzani, N. Speciale, E. Viola, „A passive monitoring technique based on dispersion compensation to locate impacts in plate-like structures,” Smart Mater. Struct., vol. 20(3), 2011. <br>[8] B. Zima, “Damage detection in plates based on Lamb wavefront shape reconstruction,” Measurement, vol. 177, pp. 109206–109228, 2021. <br>[9] S. Das, H. Salehi, Y. Shi, S. Chakrabartty, R. Burgueno, and S. Biswas, ‘‘Towards packet-less ultrasonic sensor networks for energy-harvesting structures,’’ Comput. Commun., vol. 101, pp. 94–105, 2017. <br>[10] F. Zonzini, L. D. Marchi, N. Testoni, C. Kexel, and J. Moll, ‘‘Guided-wave MIMO communication on a composite panel for SHM applications,’’ Proc. SPIE Health Monitor. Struct. Biol. Syst., vol. 11381, 2020. <br>[11] O.A. Marquez Reyes, J.Moll, F. Zonzini, M. Mohammadgholiha, L. De Marchi, “Quadrature Amplitude Modulation for Acoustic Data Communication in Ultrasonic Structural Health Monitoring Systems,” Proc. of the 2021 48th Annual Review of Progress in Quantitative Nondestructive Evaluation. 2021, July 28–30, 2021. <br>[12] D. Needell and J.A. Tropp, “CoSaMP: Iterative signal recovery from incomplete and inaccurate samples,” App. Comp. Harm. Anal. vol 26(3), pp. 301-321, 2009. <br>[13] O.A. Marquez Reyes, B. Zima., J. Mol., M. Mohammadgholiha, L. De Marchi, “A Numerical Study on Baseline-Free Damage Detection Using Frequency Steerable Acoustic Transducers,” Lecture Notes in Civil Engineering, European Workshop on Structural Health Monitoring, vol. 270, pp. 24-33, 2023. <br>[14] J.L. Rose, Ultrasonic Waves in Solid Media. ‎ Cambridge University Press, Cambridge, 2004. </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"> <ul class="list-unstyled"> Account <li><a href="https://waset.org/profile">My Account</a></li> </ul> </div> <div class="col-md-2"> <ul class="list-unstyled"> Explore <li><a href="https://waset.org/disciplines">Disciplines</a></li> <li><a href="https://waset.org/conferences">Conferences</a></li> <li><a href="https://waset.org/conference-programs">Conference Program</a></li> <li><a href="https://waset.org/committees">Committees</a></li> <li><a href="https://publications.waset.org">Publications</a></li> </ul> </div> <div class="col-md-2"> <ul class="list-unstyled"> Research <li><a href="https://publications.waset.org/abstracts">Abstracts</a></li> <li><a href="https://publications.waset.org">Periodicals</a></li> <li><a href="https://publications.waset.org/archive">Archive</a></li> </ul> </div> <div class="col-md-2"> <ul class="list-unstyled"> Open Science <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Open-Science-Philosophy.pdf">Open Science Philosophy</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Open-Science-Award.pdf">Open Science Award</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Open-Society-Open-Science-and-Open-Innovation.pdf">Open Innovation</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Postdoctoral-Fellowship-Award.pdf">Postdoctoral Fellowship Award</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/Scholarly-Research-Review.pdf">Scholarly Research Review</a></li> </ul> </div> <div class="col-md-2"> <ul class="list-unstyled"> Support <li><a href="https://waset.org/page/support">Support</a></li> <li><a href="https://waset.org/profile/messages/create">Contact Us</a></li> <li><a href="https://waset.org/profile/messages/create">Report Abuse</a></li> </ul> </div> </div> </div> </div> </div> <div class="container text-center"> <hr style="margin-top:0;margin-bottom:.3rem;"> <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank" class="text-muted small">Creative Commons Attribution 4.0 International License</a> <div id="copy" class="mt-2">© 2024 World Academy of Science, Engineering and Technology</div> </div> </footer> <a href="javascript:" id="return-to-top"><i class="fas fa-arrow-up"></i></a> <div class="modal" id="modal-template"> <div class="modal-dialog"> <div class="modal-content"> <div class="row m-0 mt-1"> <div class="col-md-12"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> </div> </div> <div class="modal-body"></div> </div> </div> </div> <script src="https://cdn.waset.org/static/plugins/jquery-3.3.1.min.js"></script> <script src="https://cdn.waset.org/static/plugins/bootstrap-4.2.1/js/bootstrap.bundle.min.js"></script> <script src="https://cdn.waset.org/static/js/site.js?v=150220211556"></script> <script> jQuery(document).ready(function() { /*jQuery.get("https://publications.waset.org/xhr/user-menu", function (response) { jQuery('#mainNavMenu').append(response); });*/ jQuery.get({ url: "https://publications.waset.org/xhr/user-menu", cache: false }).then(function(response){ jQuery('#mainNavMenu').append(response); }); }); </script> </body> </html>

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Data Compression in Ultrasonic Network Communication via Sparse Signal Processing