An Efficient Deployment Model for Maximizing Coverage of Heterogeneous Wireless Sensor Network Based on Harmony Search Algorithm
المؤلفون المشاركون
Al-Fuhaidi, Belal
Mohsen, Abdulqader M.
Ghazi, Abdulkhabeer
Yousef, Walid M.
المصدر
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-18، 18ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-11-23
دولة النشر
مصر
عدد الصفحات
18
التخصصات الرئيسية
الملخص EN
Due to the increase of Wireless Sensor Network (WSN) technologies demand, the optimal sensor node deployment is considered as one of the most important factors that directly affect the network coverage.
Most researches in WSNs that solved the problem of coverage in homogeneous and heterogeneous cases are suffering from many drawbacks such as consumed energy and high cost.
In this paper, we propose an efficient deployment model based on probabilistic sensing model (PSM) and harmony search algorithm (HSA) to achieve the balance between the network coverage performance and the network cost in a heterogeneous wireless sensor network (HEWSN).
The HSA is used for deployment optimization of HEWSN nodes which makes a balance between the coverage and financial cost.
The PSM is used to solve the overlapping problem among the sensors.
The performance of the proposed model is analyzed in terms of coverage ratio and cost evaluations.
The simulation results showed the capability of the proposed heterogeneous deployment model to achieve maximum coverage and a minimum number of sensors compared to homogeneous deployment.
Furthermore, a comparative study with a meta-heuristic genetic-based algorithm in HEWSN has also been conducted, and its results confirm the superiority of the proposed model.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Al-Fuhaidi, Belal& Mohsen, Abdulqader M.& Ghazi, Abdulkhabeer& Yousef, Walid M.. 2020. An Efficient Deployment Model for Maximizing Coverage of Heterogeneous Wireless Sensor Network Based on Harmony Search Algorithm. Journal of Sensors،Vol. 2020, no. 2020, pp.1-18.
https://search.emarefa.net/detail/BIM-1190581
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Al-Fuhaidi, Belal…[et al.]. An Efficient Deployment Model for Maximizing Coverage of Heterogeneous Wireless Sensor Network Based on Harmony Search Algorithm. Journal of Sensors No. 2020 (2020), pp.1-18.
https://search.emarefa.net/detail/BIM-1190581
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Al-Fuhaidi, Belal& Mohsen, Abdulqader M.& Ghazi, Abdulkhabeer& Yousef, Walid M.. An Efficient Deployment Model for Maximizing Coverage of Heterogeneous Wireless Sensor Network Based on Harmony Search Algorithm. Journal of Sensors. 2020. Vol. 2020, no. 2020, pp.1-18.
https://search.emarefa.net/detail/BIM-1190581
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1190581
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