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Energy Efficient Layout for a Wireless Sensor Network using Multi-Objective Particle Swarm Optimization

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4 Author(s)
Pyari Mohan Pradhan ; Department of Electronics and Communication Engineering National Institute of Technology, Rourkela, Orissa, India E-mail: pyarimohan.pradhan@gmail.com ; Vikas Baghel ; Ganapati Panda ; Mulgrew Bernard

Layout is an important issue in designing sensor networks. This paper proposes a new approach for energy efficient layout of wireless sensor network. The sensors communicate with each other to transmit their data to a high energy communication node which acts as an interface between data processing unit and sensors. Optimization of sensor locations is essential to provide communication for a longer duration. An energy efficient layout with good coverage based on Multi-objective Particle Swarm Optimization algorithm is proposed here. During the process of optimization, sensors move to form a uniformly distributed network The two objectives taken into consideration are coverage and lifetime. Basically a set of network layouts are obtained. The simulation results also exhibit improvement of performance with increase in number of generations in the algorithm

Published in:

Advance Computing Conference, 2009. IACC 2009. IEEE International

Date of Conference:

6-7 March 2009