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Optimization of the Distribution and Localization of Wireless Sensor Networks Based on Differential Evolution Approach
المؤلفون المشاركون
Castañón, Gerardo
Céspedes-Mota, Armando
Martínez-Herrera, Alberto F.
Cárdenas-Barrón, Leopoldo Eduardo
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-03-09
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
Location information for wireless sensor nodes is needed in most of the routing protocols for distributed sensor networks to determine the distance between two particular nodes in order to estimate the energy consumption.
Differential evolution obtains a suboptimal solution based on three features included in the objective function: area, energy, and redundancy.
The use of obstacles is considered to check how these barriers affect the behavior of the whole solution.
The obstacles are considered like new restrictions aside of the typical restrictions of area boundaries and the overlap minimization.
At each generation, the best element is tested to check whether the node distribution is able to create a minimum spanning tree and then to arrange the nodes using the smallest distance from the initial position to the suboptimal end position based on the Hungarian algorithm.
This work presents results for different scenarios delimited by walls and testing whether it is possible to obtain a suboptimal solution with inner obstacles.
Also, a case with an area delimited by a star shape is presented showing that the algorithm is able to fill the whole area, even if such area is delimited for the peaks of the star.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Céspedes-Mota, Armando& Castañón, Gerardo& Martínez-Herrera, Alberto F.& Cárdenas-Barrón, Leopoldo Eduardo. 2016. Optimization of the Distribution and Localization of Wireless Sensor Networks Based on Differential Evolution Approach. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1112629
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Céspedes-Mota, Armando…[et al.]. Optimization of the Distribution and Localization of Wireless Sensor Networks Based on Differential Evolution Approach. Mathematical Problems in Engineering No. 2016 (2016), pp.1-12.
https://search.emarefa.net/detail/BIM-1112629
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Céspedes-Mota, Armando& Castañón, Gerardo& Martínez-Herrera, Alberto F.& Cárdenas-Barrón, Leopoldo Eduardo. Optimization of the Distribution and Localization of Wireless Sensor Networks Based on Differential Evolution Approach. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1112629
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1112629
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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