Title :
A comparative study on Differential Evolution based routing implementations for wireless sensor networks
Author :
Okdem, Selcuk ; Ozturk, Celal ; Karaboga, Dervis
Author_Institution :
Comput. Eng. Dept., Erciyes Univ., Kayseri, Turkey
Abstract :
Wireless sensor networks have many applicable areas including environmental monitoring, medical care, and military surveillance. Energy awareness is an essential issue of data dissemination while designing routing protocols on these networks. Implementations of routing protocols based on optimization methods present energy efficient solutions. In this paper, we utilized the feature of simple and fast search mechanism of Differential Evolution (DE) algorithm to optimize energy consumption of clustering based routing protocols. A WSN routing implementation of DE is proposed and its performance is compared with the performance of other DE implementations.
Keywords :
evolutionary computation; pattern clustering; routing protocols; wireless sensor networks; DE algorithm; WSN routing; clustering based routing protocols; data dissemination; differential evolution algorithm; energy awareness; energy consumption optimization method; environmental monitoring; medical care; military surveillance; wireless sensor networks; Clustering algorithms; Energy consumption; Equations; Routing; Sensors; Vectors; Wireless sensor networks; Cluster Based Routing; Differential Evolution; Wireless Sensor Networks;
Conference_Titel :
Innovations in Intelligent Systems and Applications (INISTA), 2012 International Symposium on
Conference_Location :
Trabzon
Print_ISBN :
978-1-4673-1446-6
DOI :
10.1109/INISTA.2012.6246977
