Genetic Algorithm Based Node Placement Methodology For Wireless Sensor Networks

Bhondekar, A.P. and Vig, Renu and Ghanshyam, C. and Kapur, Pawan (2009) Genetic Algorithm Based Node Placement Methodology For Wireless Sensor Networks. Proceedings of the International MultiConference of Engineers and Computer Scientists 2009 , 1. pp. 18-20. ISSN 978-988-17012-2-0

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Abstract

A Genetic Algorithm based multi-objective methodology was implemented for a self-organizing wireless sensor network. Design parameters such as network density,connectivity and energy consumption are taken into account for developing the fitness function. The genetic algorithm optimises the operational modes of the sensor nodes along with clustering schemes and transmission signal strengths. The algorithm has been implemented in MATLAB using its Genetic Algorithm toolbox along with custom codes. The optimal designs so achieved by the algorithm conform to all the design parameters.

Item Type: Article
Uncontrolled Keywords: Genetic Algorithms, Network Configuration , Sensor Placement, Wireless Sensor Networks
Subjects: CSIO > Agri - Instrumentation
Divisions: Agri - Instrumentation
Depositing User: Er. Amol Bhondekar
Date Deposited: 21 Apr 2012 14:58
Last Modified: 21 Apr 2012 14:58
URI: http://csioir.csio.res.in/id/eprint/287

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