Swarm Intelligence Based Coverage And Energy Optimization In Wireless Sensor Networks

This research investigates the application of particle swarm optimization (PSO) in wireless sensor networks (WSN) and three new algorithms are proposed to solve the problem of coverage in WSN. The main objectives of the research are to formulate the coverage problem in WSN as an optimization problem...

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Main Author: Ab Aziz, Nor Azlina
Format: Thesis
Published: 2010
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id my-mmu-ep.3689
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spelling my-mmu-ep.36892021-08-19T06:07:42Z Swarm Intelligence Based Coverage And Energy Optimization In Wireless Sensor Networks 2010-06 Ab Aziz, Nor Azlina TK Electrical engineering. Electronics Nuclear engineering TK7800-8360 Electronics This research investigates the application of particle swarm optimization (PSO) in wireless sensor networks (WSN) and three new algorithms are proposed to solve the problem of coverage in WSN. The main objectives of the research are to formulate the coverage problem in WSN as an optimization problem,to investigate the applicability of PSO to solve the coverage problem in WSN. This research also investigate the applicability of PSO to solve the coverage/energy conservation problem as; first a multiobjective optimization problem and second as a constrained optimization problem. 2010-06 Thesis http://shdl.mmu.edu.my/3689/ http://vlib.mmu.edu.my/diglib/login/dlusr/login.php masters Multimedia University Faculty of Engineering and Technology
institution Multimedia University
collection MMU Institutional Repository
topic TK Electrical engineering
Electronics Nuclear engineering
TK7800-8360 Electronics
spellingShingle TK Electrical engineering
Electronics Nuclear engineering
TK7800-8360 Electronics
Ab Aziz, Nor Azlina
Swarm Intelligence Based Coverage And Energy Optimization In Wireless Sensor Networks
description This research investigates the application of particle swarm optimization (PSO) in wireless sensor networks (WSN) and three new algorithms are proposed to solve the problem of coverage in WSN. The main objectives of the research are to formulate the coverage problem in WSN as an optimization problem,to investigate the applicability of PSO to solve the coverage problem in WSN. This research also investigate the applicability of PSO to solve the coverage/energy conservation problem as; first a multiobjective optimization problem and second as a constrained optimization problem.
format Thesis
qualification_level Master's degree
author Ab Aziz, Nor Azlina
author_facet Ab Aziz, Nor Azlina
author_sort Ab Aziz, Nor Azlina
title Swarm Intelligence Based Coverage And Energy Optimization In Wireless Sensor Networks
title_short Swarm Intelligence Based Coverage And Energy Optimization In Wireless Sensor Networks
title_full Swarm Intelligence Based Coverage And Energy Optimization In Wireless Sensor Networks
title_fullStr Swarm Intelligence Based Coverage And Energy Optimization In Wireless Sensor Networks
title_full_unstemmed Swarm Intelligence Based Coverage And Energy Optimization In Wireless Sensor Networks
title_sort swarm intelligence based coverage and energy optimization in wireless sensor networks
granting_institution Multimedia University
granting_department Faculty of Engineering and Technology
publishDate 2010
_version_ 1776101412753637376