DocumentCode
3514968
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
fYear
2010
fDate
21-23 June 2010
Firstpage
1
Lastpage
5
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Autonomous and Intelligent Systems (AIS), 2010 International Conference on
Conference_Location
Povoa de Varzim
Print_ISBN
978-1-4244-7104-1
Type
conf
DOI
10.1109/AIS.2010.5547042
Filename
5547042
Link To Document