Title :
Cluster based wireless sensor network routings using Artificial Bee Colony Algorithm
Author :
Karaboga, Dervis ; Okdem, Selcuk ; Ozturk, Celal
Author_Institution :
Eng. Fac., Erciyes Univ., Kayseri, Turkey
Abstract :
In this paper, we propose a novel hierarchical clustering approach for wireless sensor networks to maintain energy depletion of the network in minimum using Artificial Bee Colony Algorithm which is a new swarm based heuristic algorithm. We present a protocol using Artificial Bee Colony Algorithm, which tries to provide optimum cluster organization in order to minimize energy consumption. In cluster based networks, the selection of cluster heads and its members is an essential process which affects energy consumption. Simulation results demonstrate that the proposed approach provides promising solutions for the wireless sensor networks.
Keywords :
artificial life; pattern clustering; telecommunication network routing; wireless sensor networks; artificial bee colony algorithm; cluster based wireless sensor network routing; energy consumption; energy depletion; hierarchical clustering; optimum cluster organization; swarm based heuristic; Base stations; Clustering algorithms; Energy consumption; Mathematical model; Optimization; Protocols; Wireless sensor networks; artificial bee colony algorithm; custer based routing; wireless sensor networks;
Conference_Titel :
Autonomous and Intelligent Systems (AIS), 2010 International Conference on
Conference_Location :
Povoa de Varzim
Print_ISBN :
978-1-4244-7104-1
DOI :
10.1109/AIS.2010.5547042