<!DOCTYPE article
PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.4 20190208//EN"
       "JATS-journalpublishing1.dtd">
<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" article-type="EDITORIAL" dtd-version="1.4" xml:lang="en">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia»</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia»</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Научно-аналитический журнал &quot;Вестник Санкт-Петербургского университета ГПС МЧС России&quot;</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="online">2218-130X</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">90068</article-id>
   <article-id pub-id-type="doi">10.61260/2218-130X-2024-3-35-44</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>ИНФОРМАТИКА, ВЫЧИСЛИТЕЛЬНАЯ ТЕХНИКА И УПРАВЛЕНИЕ</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject>INFORMATICS, COMPUTER ENGINEERING AND CONTROL</subject>
    </subj-group>
    <subj-group>
     <subject>ИНФОРМАТИКА, ВЫЧИСЛИТЕЛЬНАЯ ТЕХНИКА И УПРАВЛЕНИЕ</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">APPROACH TO CONSTRUCTION OF DECENTRALIZED  CONTROL PROTOCOL IN WIRELESS SENSOR NETWORKS</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>ПОДХОД К РАЗРАБОТКЕ ПРОТОКОЛА ДЕЦЕНТРАЛИЗОВАННОГО УПРАВЛЕНИЯ В БЕСПРОВОДНЫХ СЕНСОРНЫХ СЕТЯХ</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3748-5414</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Десницкий</surname>
       <given-names>Василий Алексеевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Desnitsky</surname>
       <given-names>Vasily A.</given-names>
      </name>
     </name-alternatives>
     <email>desnitsky@comsec.spb.ru</email>
     <bio xml:lang="ru">
      <p>кандидат технических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>candidate of technical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Российская академия наук</institution>
     <city>Санкт-Петербург</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Russian Academy of Sciences</institution>
     <city>Saint-Petersburg</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2024-10-26T13:57:54+03:00">
    <day>26</day>
    <month>10</month>
    <year>2024</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2024-10-26T13:57:54+03:00">
    <day>26</day>
    <month>10</month>
    <year>2024</year>
   </pub-date>
   <volume>2024</volume>
   <issue>3</issue>
   <fpage>35</fpage>
   <lpage>44</lpage>
   <history>
    <date date-type="received" iso-8601-date="2024-08-24T00:00:00+03:00">
     <day>24</day>
     <month>08</month>
     <year>2024</year>
    </date>
    <date date-type="accepted" iso-8601-date="2024-09-24T00:00:00+03:00">
     <day>24</day>
     <month>09</month>
     <year>2024</year>
    </date>
   </history>
   <self-uri xlink:href="https://journals.igps.ru/en/nauka/article/90068/view">https://journals.igps.ru/en/nauka/article/90068/view</self-uri>
   <abstract xml:lang="ru">
    <p>Статья посвящена вопросам построения и оценки протокола децентрализованного управления в самоорганизующейся децентрализованной беспроводной сенсорной сети в рамках индустриального Интернета вещей. Протокол ориентирован на организацию и поддержку функционирования и мониторинг информационной безопасности сети в целях сбора, обработки, хранения и анализа данных с узлов беспроводной сенсорной сети в условиях высокого динамизма и изменчивости структуры такой сети, состава ее узлов, их физического месторасположения в пространстве, поведения узлов и объемов их доступных ресурсов. В настоящей статье основное внимание уделяется двум предлагаемым алгоритмам организации многосторонней сессии узлов беспроводной сенсорной сети, лежащим в основе данного протокола с использованием ролевой модели узлов. Формируемый протокол предназначен для решения задач мониторинга информационной безопасности самоорганизующейся децентрализованной беспроводной сенсорной сети и обнаружения атак, эксплуатирующих, в том числе, свойства самоорганизации и децентрализации сети.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>The article encompasses development and assessment issues of the decentralized control protocol in mesh decentralized wireless sensor networks within the industrial Internet of things. The protocol is used to ensure the operation of the network, including functions of gathering, processing and analyzing data received from network nodes to solve the problem of monitoring information security, given the variability of the network composition and its topology, the spatial placement of nodes, as well as the volumes of their resources. In this article, the main attention is paid to the proposed two algorithms for organizing a multilateral session of wireless sensor networks nodes, which form the basis of this protocol, using a role model of nodes. The formed protocol is focused on solving the issues of monitoring the information security of a mesh decentralized wireless sensor network and revealing attacks that exploit, among other things, the properties of wireless sensor networks self-organization and decentralization.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>беспроводная сенсорная сеть</kwd>
    <kwd>децентрализованное управление</kwd>
    <kwd>протокол</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>wireless sensor network</kwd>
    <kwd>decentralized control</kwd>
    <kwd>protocol</kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
 <back>
  <ref-list>
   <ref id="B1">
    <label>1.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Kaur S., Sharma S. Role of the Internet of Things in Smart Cities: A Review // 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE). Greater Noida, India. 2023. P. 686–689. DOI: 10.1109/ICACITE57410.2023.10182986.</mixed-citation>
     <mixed-citation xml:lang="en">Kaur S., Sharma S. Role of the Internet of Things in Smart Cities: A Review // 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE). Greater Noida, India. 2023. P. 686–689. DOI: 10.1109/ICACITE57410.2023.10182986.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B2">
    <label>2.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Singh H., Verma D. Approaches for Data Analysis in WSN // 11th International Conference on System Modeling &amp; Advancement in Research Trends (SMART). Moradabad, India. 2022. P. 521–527. DOI: 10.1109/SMART55829.2022.10046819.</mixed-citation>
     <mixed-citation xml:lang="en">Singh H., Verma D. Approaches for Data Analysis in WSN // 11th International Conference on System Modeling &amp; Advancement in Research Trends (SMART). Moradabad, India. 2022. P. 521–527. DOI: 10.1109/SMART55829.2022.10046819.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B3">
    <label>3.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Eltahlawy A.M., Azer M.A. Using Blockchain Technology for the Internet Of Vehicles // International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC). Cairo, Egypt. 2021. P. 54–61. DOI: 10.1109/MIUCC52538.2021.9447622.</mixed-citation>
     <mixed-citation xml:lang="en">Eltahlawy A.M., Azer M.A. Using Blockchain Technology for the Internet Of Vehicles // International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC). Cairo, Egypt. 2021. P. 54–61. DOI: 10.1109/MIUCC52538.2021.9447622.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B4">
    <label>4.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Sharma M., Gebali F., Elmiligi H., Rahman M. Network Security Evaluation Scheme for WSN in Cyber-physical Systems // IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON). Vancouver, BC, Canada. 2018. P. 1145–1151. DOI: 10.1109/IEMCON.2018.8615051.</mixed-citation>
     <mixed-citation xml:lang="en">Sharma M., Gebali F., Elmiligi H., Rahman M. Network Security Evaluation Scheme for WSN in Cyber-physical Systems // IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON). Vancouver, BC, Canada. 2018. P. 1145–1151. DOI: 10.1109/IEMCON.2018.8615051.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B5">
    <label>5.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Ji S., Pei Q., Zeng Y., Yang C., Bu S.-p. An Automated Black-box Testing Approach for WSN Security Protocols // 2011 Seventh International Conference on Computational Intelligence and Security. Sanya, China. 2011. P. 693–697. DOI: 10.1109/CIS.2011.158.</mixed-citation>
     <mixed-citation xml:lang="en">Ji S., Pei Q., Zeng Y., Yang C., Bu S.-p. An Automated Black-box Testing Approach for WSN Security Protocols // 2011 Seventh International Conference on Computational Intelligence and Security. Sanya, China. 2011. P. 693–697. DOI: 10.1109/CIS.2011.158.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B6">
    <label>6.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Singh T., Vaid R., Sharma A. Security Issues in Blockchain Integrated WSN: Challenges and Concerns // International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES). Chennai, India. 2022. P. 1–5. DOI: 10.1109/ICSES55317.2022.9914006.</mixed-citation>
     <mixed-citation xml:lang="en">Singh T., Vaid R., Sharma A. Security Issues in Blockchain Integrated WSN: Challenges and Concerns // International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES). Chennai, India. 2022. P. 1–5. DOI: 10.1109/ICSES55317.2022.9914006.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B7">
    <label>7.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Badri N., Nasraoui L., Saidane L.A. Blockchain for WSN and IoT Applications // IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT). Hammamet, Tunisia. 2022. P. 543–548. DOI: 10.1109/SETIT54465.2022.9875746.</mixed-citation>
     <mixed-citation xml:lang="en">Badri N., Nasraoui L., Saidane L.A. Blockchain for WSN and IoT Applications // IEEE 9th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT). Hammamet, Tunisia. 2022. P. 543–548. DOI: 10.1109/SETIT54465.2022.9875746.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B8">
    <label>8.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Aleksieva V., Valchanov H., Haka A., Dinev D. Model of Controlled Environment based on Blockchain and IoT // 4th International Conference on Communications, Information, Electronic and Energy Systems (CIEES). Plovdiv, Bulgaria. 2023. P. 1–4. DOI: 10.1109/CIEES58940.2023.10378795.</mixed-citation>
     <mixed-citation xml:lang="en">Aleksieva V., Valchanov H., Haka A., Dinev D. Model of Controlled Environment based on Blockchain and IoT // 4th International Conference on Communications, Information, Electronic and Energy Systems (CIEES). Plovdiv, Bulgaria. 2023. P. 1–4. DOI: 10.1109/CIEES58940.2023.10378795.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B9">
    <label>9.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Desnitsky V., Meleshko A. Modeling and Analysis of Secure Blockchain-driven Self-organized Decentralized Wireless Sensor Networks for Attack Detection // International Russian Automation Conference (RusAutoCon). Sochi, Russian Federation. 2024.</mixed-citation>
     <mixed-citation xml:lang="en">Desnitsky V., Meleshko A. Modeling and Analysis of Secure Blockchain-driven Self-organized Decentralized Wireless Sensor Networks for Attack Detection // International Russian Automation Conference (RusAutoCon). Sochi, Russian Federation. 2024.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B10">
    <label>10.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Harsha K.M., James D. A Novel Approach to Aggregate and Secure Data in Wireless Sensor Networks // International Conference on Communication and Electronics Systems (ICCES). Coimbatore, India. 2019. P. 1665–1670. DOI: 10.1109/ICCES45898.2019.9002418.</mixed-citation>
     <mixed-citation xml:lang="en">Harsha K.M., James D. A Novel Approach to Aggregate and Secure Data in Wireless Sensor Networks // International Conference on Communication and Electronics Systems (ICCES). Coimbatore, India. 2019. P. 1665–1670. DOI: 10.1109/ICCES45898.2019.9002418.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B11">
    <label>11.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Wang W., He G., Wan J. Research on Zigbee wireless communication technology // International Conference on Electrical and Control Engineering. Yichang, China. 2011. P. 1245–1249. DOI: 10.1109/ICECENG.2011.6057961.</mixed-citation>
     <mixed-citation xml:lang="en">Wang W., He G., Wan J. Research on Zigbee wireless communication technology // International Conference on Electrical and Control Engineering. Yichang, China. 2011. P. 1245–1249. DOI: 10.1109/ICECENG.2011.6057961.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B12">
    <label>12.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Wang Z., Wen Q., Sun Y., Zhang H. A Fault Detection Scheme Based on Self-Clustering Nodes Sets for Wireless Sensor Networks // IEEE 12th International Conference on Computer and Information Technology. Chengdu, China. 2012. P. 921–925. DOI: 10.1109/CIT.2012.190.</mixed-citation>
     <mixed-citation xml:lang="en">Wang Z., Wen Q., Sun Y., Zhang H. A Fault Detection Scheme Based on Self-Clustering Nodes Sets for Wireless Sensor Networks // IEEE 12th International Conference on Computer and Information Technology. Chengdu, China. 2012. P. 921–925. DOI: 10.1109/CIT.2012.190.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B13">
    <label>13.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Roughgarden T. Communication Complexity (for Algorithm Designers) // Foundations and Trends in Theoretical Computer Science Journal. 2016. Vol. 11. Number 3–4. P. 217–404. DOI: 10.1561/0400000076.</mixed-citation>
     <mixed-citation xml:lang="en">Roughgarden T. Communication Complexity (for Algorithm Designers) // Foundations and Trends in Theoretical Computer Science Journal. 2016. Vol. 11. Number 3–4. P. 217–404. DOI: 10.1561/0400000076.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B14">
    <label>14.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Kushilevitz E. Communication Complexity // Advances in Computers. Elsevier. 1997.Vol. 44. P. 331–360. DOI: 10.1016/S0065-2458(08)60342-3.</mixed-citation>
     <mixed-citation xml:lang="en"> Kushilevitz E. Communication Complexity // Advances in Computers. Elsevier. 1997. Vol. 44. P. 331–360. DOI: 10.1016/S0065-2458(08)60342-3.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B15">
    <label>15.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Chen W., Xiao W. Model checking and analyzing the security protocol for wireless sensor networks // Proceedings of 2011 International Conference on Electronic &amp; Mechanical Engineering and Information Technology. Harbin, China. 2011. P. 4093–4096. DOI: 10.1109/EMEIT.2011.6023953.</mixed-citation>
     <mixed-citation xml:lang="en"> Chen W., Xiao W. Model checking and analyzing the security protocol for wireless sensor networks // Proceedings of 2011 International Conference on Electronic &amp; Mechanical Engineering and Information Technology. Harbin, China. 2011. P. 4093–4096. DOI: 10.1109/EMEIT.2011.6023953.</mixed-citation>
    </citation-alternatives>
   </ref>
  </ref-list>
 </back>
</article>
