NDLI: Cluster-based routing using Bacteriologic Algorithm in Wireless Sensor Network

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2010 2nd International Conference on Computer Engineering and Technology

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Cluster-based routing using Bacteriologic Algorithm in Wireless Sensor Network

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2009 International Conference on Computer Engineering and Technology

Cluster-based routing using Bacteriologic Algorithm in Wireless Sensor Network

Content Provider	IEEE Xplore Digital Library
Author	Wongsathan, R. Seedadan, I. Pattarangoon, S.
Copyright Year	2010
Description	Author affiliation: Department of Electrical Engineering, Faculty of Engineering, North-Chiang Mai University, 169 Hang Dong, Thailand 50230 (Wongsathan, R.; Seedadan, I.; Pattarangoon, S.)
Abstract	There are many routing protocols and algorithms developed for data transmission in Wireless Sensor Network (WSN). The main objective of this paper is an increasing of performance and reduction of energy dissipation in WSN. In this paper, the Bacterial Evolutionary Algorithm (BEA) or Bacteriologic Algorithm (BA) is selected to compare performance with Genetic Algorithm (GA) and Low Energy Adaptive Clustering Hierarchy (LEACH). The fastest computation for the near optimal solution is obtained by using BA which causes less energy dissipation. The computer simulation showed that GA can decrease the distance of data transmission lower than BA and LEACH about 4% and 30% respectively. However, Ga's disadvantage comes from slower speed with a high number of computed generation for data transmission in a WSN so the near optimal solution with faster computation can be obtained by using BA. According to the test, BA gives a lower energy dissipation of about 50% less than GA.
File Size	244495
File Format	PDF
ISBN	9781424463473
e-ISBN	9781424463497
DOI	10.1109/ICCET.2010.5486342
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-04-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	LEACH Computer simulation Evolutionary computation wireless sensor network Genetic algorithms genetic algorithm Wireless sensor networks Microorganisms bacteriologic algorithm Energy dissipation Clustering algorithms Routing protocols Data communication Testing
Content Type	Text
Resource Type	Article

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