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Energy-Efficient Clustering Protocol in Wireless Sensor Networks for Healthcare Monitoring

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/></div></noscript> <!-- /Yandex.Metrika counter --> <!-- Matomo --> <!-- End Matomo Code --> <title>Energy-Efficient Clustering Protocol in Wireless Sensor Networks for Healthcare Monitoring </title> <meta name="description" content="Energy-Efficient Clustering Protocol in Wireless Sensor Networks for Healthcare Monitoring "> <meta name="keywords" content="Clustering of WSNs, healthcare monitoring, weight-based clustering, wireless sensor networks."> <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="Energy-Efficient Clustering Protocol in Wireless Sensor Networks for Healthcare Monitoring "> <meta name="citation_author" content="Ebrahim Farahmand"> <meta name="citation_author" content="Ali Mahani"> <meta name="citation_publication_date" content="2017/03/01"> <meta name="citation_journal_title" content="International Journal of Computer and Information Engineering"> <meta name="citation_volume" content="11"> <meta name="citation_issue" content="2"> <meta name="citation_firstpage" content="302"> <meta name="citation_lastpage" content="308"> <meta name="citation_pdf_url" content="https://publications.waset.org/10006993/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 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class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Ebrahim%20Farahmand">Ebrahim Farahmand</a>, <a href="https://publications.waset.org/search?q=Ali%20Mahani"> Ali Mahani</a> </p> <p class="card-text"><strong>Abstract:</strong></p> Wireless sensor networks (WSNs) can facilitate continuous monitoring of patients and increase early detection of emergency conditions and diseases. High density WSNs helps us to accurately monitor a remote environment by intelligently combining the data from the individual nodes. Due to energy capacity limitation of sensors, enhancing the lifetime and the reliability of WSNs are important factors in designing of these networks. The clustering strategies are verified as effective and practical algorithms for reducing energy consumption in WSNs and can tackle WSNs limitations. In this paper, an Energy-efficient weight-based Clustering Protocol (EWCP) is presented. Artificial retina is selected as a case study of WSNs applied in body sensors. Cluster heads&rsquo; (CHs) selection is equipped with energy efficient parameters. Moreover, cluster members are selected based on their distance to the selected CHs. Comparing with the other benchmark protocols, the lifetime of EWCP is improved significantly. <iframe src="https://publications.waset.org/10006993.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Clustering%20of%20WSNs" title="Clustering of WSNs">Clustering of WSNs</a>, <a href="https://publications.waset.org/search?q=healthcare%20monitoring" title=" healthcare monitoring"> healthcare monitoring</a>, <a href="https://publications.waset.org/search?q=weight-based%20clustering" title=" weight-based clustering"> weight-based clustering</a>, <a href="https://publications.waset.org/search?q=wireless%20sensor%20networks." title=" wireless sensor networks."> wireless sensor networks.</a> </p> <p class="card-text"><strong>Digital Object Identifier (DOI):</strong> <a href="https://doi.org/10.5281/zenodo.1130229" target="_blank">doi.org/10.5281/zenodo.1130229</a> </p> <a href="https://publications.waset.org/10006993/energy-efficient-clustering-protocol-in-wireless-sensor-networks-for-healthcare-monitoring" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/10006993/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/10006993/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/10006993/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/10006993/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/10006993/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/10006993/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/10006993/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/10006993/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/10006993/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/10006993/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/10006993.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">1555</span> </span> <p class="card-text"><strong>References:</strong></p> <br>[1] Tang, Q.; Tummala, N.; Gupta, S.; Schwiebert, L. Communication scheduling to minimize thermal effects of implanted biosensor networks in homogeneous tissue. IEEE Trans. Biomed. Eng. 2005, 52, 1285-1294. <br>[2] I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: A survey," Computer networks, vol. 38, pp. 393-422, 2002. <br>[3] G. Anastasi, M. Conti, M. Di Francesco, and A. Passarella, "Energy conservation in wireless sensor networks: A survey," Ad hoc networks, vol. 7, pp. 537-568, 2009. <br>[4] M. Aminian, H. R. Naji, “A Hospital Healthcare Monitoring System Using Wireless Sensor Networks. J Health Med Inform”, vol. 4, Issue.121, pp. 1-6, 2013. <br>[5] O. Chipara, C. Lu, T. C. Bailey, and G.-Ca. Roman, “Reliable Patient Monitoring: A Clinical Study in a Step-down Hospital Unit”, Department of Computer Science and Engineering, Washington University in St. Louis, MO, Technical Report WUCSE-2009-82, December 2009. <br>[6] M. A. Mahmood, W. K. Seah, and I. 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Chandrakasan, and H. Balakrishnan, "Energy-efficient communication protocol for wireless microsensor networks," in System sciences, 2000. Proceedings of the 33rd annual Hawaii international conference on, 2000, p. 10 pp. vol. 2. <br>[12] O. Younis and S. Fahmy, "HEED: a hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks," Mobile Computing, IEEE Transactions on, vol. 3, pp. 366-379, 2004. <br>[13] A. Manjeshwar and D. P. Agrawal, "TEEN: a routing protocol for enhanced efficiency in wireless sensor networks," in null, 2001, p. 30189a. <br>[14] S. Lindsey and C. S. Raghavendra, "PEGASIS: Power-efficient gathering in sensor information systems," in Aerospace conference proceedings, 2002. IEEE, 2002, pp. 3-1125-3-1130 vol. 3. <br>[15] P. Ding, J. Holliday, and A. Celik, "Distributed energy-efficient hierarchical clustering for wireless sensor networks," in international conference on Distributed Computing in Sensor Systems, 2005, pp. 322-339. <br>[16] M. Sabet and H. R. Naji, "A decentralized energy efficient hierarchical cluster-based routing algorithm for wireless sensor networks," AEU-International Journal of Electronics and Communications, vol. 69, pp. 790-799, 2015. <br>[17] P. K. Agarwal and C. M. Procopiuc, "Exact and approximation algorithms for clustering," Algorithmica, vol. 33, pp. 201-226, 2002. <br>[18] N. A. Latiff, C. C. Tsimenidis, and B. S. Sharif, "Energy-aware clustering for wireless sensor networks using particle swarm optimization," in 2007 IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications, 2007, pp. 1-5. <br>[19] M. Mirsadeghi, A. Mahani, and M. Shojaee, "A Novel distributed Clustering Protocol using fuzzy logic," Procedia Technology, vol. 17, pp. 742-748, 2014. <br>[20] W. B. Heinzelman, A. P. Chandrakasan, and H. Balakrishnan, "An application-specific protocol architecture for wireless microsensor networks," IEEE Transactions on wireless communications, vol. 1, pp. 660-670, 2002. <br>[21] L. Schwiebert, S. K. S. Gupta, and J. Weinmann, “Research challenges in wireless networks of biomedical sensors,” 7th Annual International Conference on Mobile Computing and Networking, Rome, Italy, pp. 151–165, 2001 <br>[22] Ian F. Akyildiz, Mehmet Can Vuran, “Wireless Sensor Networks” ISBN: 978-0-470-03601-3, Wiley, September 2010. <br>[23] X. Shen, J. Chen, and Y. Sun, "Grid scan: A simple and effective approach for coverage issue in wireless sensor networks," in 2006 IEEE International Conference on Communications, 2006, pp. 3480-3484. <br>[24] S. H. Lee, S. Lee, H. Song, and H. S. Lee, "Gradual cluster head election for high network connectivity in large-scale sensor networks," in Advanced Communication Technology (ICACT), 2011 13th International Conference on, 2011, pp. 168-172. <br>[25] A. K. Tripathy and S. Chinara, "Staggered clustering protocol: SCP an efficient clustering approach for wireless sensor network," in Information and Communication Technologies (WICT), 2012 World Congress on, 2012, pp. 937-941. <br>[26] M. Song and C.-l. ZHAO, "Unequal clustering algorithm for WSN based on fuzzy logic and improved ACO," The Journal of China Universities of Posts and Telecommunications, vol. 18, pp. 89-97, 2011. <br>[27] http://www.eyereview.com/macular_degeneration_research_and_the_artificial_retina.html </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">&copy; 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">&times;</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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