Multi-objective Optimisation of Wireless Sensor Networks Deployment: Application to fire surveillance in smart car parks

Slimane Charafeddine Benghelima, Mohamed Ould-Khaoua, Ali Benzerbadj, Oumaya Baala

نتاج البحث

3 اقتباسات (Scopus)

ملخص

The exponential growth of the Internet-of-Things (IoT) technology paradigm has resulted in new applications and on-line services. Smart car park is one interesting example among others that can take advantage of applications based on wireless sensor networks (WSNs) Which constitute the core of IoT. This paper focuses on the deployment optimization problem of WSNs dedicated to the fire detection in a smart car park. In such networks, the nodes are classified into two categories: Sensor Nodes (SNs) deployed within the smart car park for targets coverage and Relay Nodes (RNs) whose task is to relay alert messages generated by the sensor nodes up to the sink node. In this study, we propose a Multi-Objective Binary Integer Linear Programming (MOBILP) which minimizes simultaneously the number of sensor nodes, relay nodes and the maximum distance from sensor nodes to the sink node, while ensuring coverage and connectivity. We have conducted extensive tests in order to evaluate the performance of our proposal. The results demonstrate that the MOBILP outperforms the existing approaches in terms of quality of solutions compared to a sequential deployment method, which consists to deploy SNs then RNs, and in terms of the ability to find other efficient solutions compared to a simultaneous deployment method using a mono-objective function, which consists to deploy SNs and RNs simultaneously.

اللغة الأصليةEnglish
عنوان منشور المضيف2021 International Wireless Communications and Mobile Computing, IWCMC 2021
ناشرInstitute of Electrical and Electronics Engineers Inc.
الصفحات98-104
عدد الصفحات7
رقم المعيار الدولي للكتب (الإلكتروني)9781728186160
المعرِّفات الرقمية للأشياء
حالة النشرPublished - 2021
الحدث17th IEEE International Wireless Communications and Mobile Computing, IWCMC 2021 - Virtual, Online
المدة: يونيو ٢٨ ٢٠٢١يوليو ٢ ٢٠٢١

سلسلة المنشورات

الاسم2021 International Wireless Communications and Mobile Computing, IWCMC 2021

Conference

Conference17th IEEE International Wireless Communications and Mobile Computing, IWCMC 2021
الدولة/الإقليمChina
المدينةVirtual, Online
المدة٦/٢٨/٢١٧/٢/٢١

ASJC Scopus subject areas

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