Solving point coverage problem in wireless sensor networks using whale optimization algorithm
المؤلفون المشاركون
Toloueiashtian, Mahnaz
Golsorkhtabaramiri, Mahdi
Rad, Sayyid Yasir Bozorgi
المصدر
The International Arab Journal of Information Technology
العدد
المجلد 18، العدد 6 (30 نوفمبر/تشرين الثاني 2021)، ص ص. 830-838، 9ص.
الناشر
جامعة الزرقاء عمادة البحث العلمي
تاريخ النشر
2021-11-30
دولة النشر
الأردن
عدد الصفحات
9
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
Todays, dynamic power management methods that decrease the energy use of sensor networks after their design and deployment are of paramount importance.
In Wireless Sensor Networks (WSN), coverage and detection quality are one aspect of service quality and power consumption reduction aspect.
The aim of the coverage problem is to monitor at least one node at each point in the targeted area and is divided into three categories: border, area, and point coverage.
In point coverage, which is our interest, the problem is to cover specific points of the environment scattered on the surface of the environment; their position is decided on and called the goal.
In this paper, a new metaheuristic algorithm based on Whale Optimization Algorithm (WOA) is proposed.
The proposed algorithm tries to find the Best Solution (BS) based on three operations exploration, spiral attack, and siege attack.
Several scenarios, including medium, hard and complex problems, are designed to evaluate the proposed technique, and it is compared to Genetic Algorithm (GA) and Ant Colony Optimization (ACO) based on time complexity criteria in providing a suitable coverage, network lifetime, energy consumption.
The simulation results show that the proposed algorithm performs better than the compared ones in most scenarios.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Toloueiashtian, Mahnaz& Golsorkhtabaramiri, Mahdi& Rad, Sayyid Yasir Bozorgi. 2021. Solving point coverage problem in wireless sensor networks using whale optimization algorithm. The International Arab Journal of Information Technology،Vol. 18, no. 6, pp.830-838.
https://search.emarefa.net/detail/BIM-1430949
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Toloueiashtian, Mahnaz…[et al.]. Solving point coverage problem in wireless sensor networks using whale optimization algorithm. The International Arab Journal of Information Technology Vol. 18, no. 6 (Nov. 2021), pp.830-838.
https://search.emarefa.net/detail/BIM-1430949
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Toloueiashtian, Mahnaz& Golsorkhtabaramiri, Mahdi& Rad, Sayyid Yasir Bozorgi. Solving point coverage problem in wireless sensor networks using whale optimization algorithm. The International Arab Journal of Information Technology. 2021. Vol. 18, no. 6, pp.830-838.
https://search.emarefa.net/detail/BIM-1430949
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 836-837
رقم السجل
BIM-1430949
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر