Enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization

In wireless sensor networks, energy utilization is often treated as the highest priority optimization goal due to the fact that the nodes in these networks rely heavily on battery powers which are typically irreplaceable. Hence, the protocols and algorithms used in this network should operate with m...

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Main Authors: Abdul Latiff, Nurul Mu Abdul, Abdul Latiff, Nurul Adilah, Ahmad, R. Badlishah
Format: Article
Published: Praise Worthy Prize 2015
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Online Access:http://eprints.utm.my/id/eprint/55027/
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spelling my.utm.550272017-02-15T07:27:08Z http://eprints.utm.my/id/eprint/55027/ Enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization Abdul Latiff, Nurul Mu Abdul Abdul Latiff, Nurul Adilah Ahmad, R. Badlishah QA75 Electronic computers. Computer science In wireless sensor networks, energy utilization is often treated as the highest priority optimization goal due to the fact that the nodes in these networks rely heavily on battery powers which are typically irreplaceable. Hence, the protocols and algorithms used in this network should operate with minimum possible energy in order to improve overall energy efficiency. Utilizing mobile base station to collect data from sensor nodes in the field is one of the approaches that can be used to minimize the energy consumption of the sensor nodes. This is because the base station is usually equipped with high storage capacity and rechargeable battery supply. This paper proposed a method to optimize the movement of mobile base station in randomly distributed wireless sensor networks using particle swarm optimization (PSO) method for the purpose of prolonging network lifetime. Based on simulation results, it is demonstrated that the proposed technique can improve the network lifetime, data delivery and energy consumption when compared to existing energy-efficient protocols developed for this network. Praise Worthy Prize 2015-07 Article PeerReviewed Abdul Latiff, Nurul Mu Abdul and Abdul Latiff, Nurul Adilah and Ahmad, R. Badlishah (2015) Enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization. International Review on Computers and Software, 10 (2). pp. 189-199. ISSN 1828-6003
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Abdul Latiff, Nurul Mu Abdul
Abdul Latiff, Nurul Adilah
Ahmad, R. Badlishah
Enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization
description In wireless sensor networks, energy utilization is often treated as the highest priority optimization goal due to the fact that the nodes in these networks rely heavily on battery powers which are typically irreplaceable. Hence, the protocols and algorithms used in this network should operate with minimum possible energy in order to improve overall energy efficiency. Utilizing mobile base station to collect data from sensor nodes in the field is one of the approaches that can be used to minimize the energy consumption of the sensor nodes. This is because the base station is usually equipped with high storage capacity and rechargeable battery supply. This paper proposed a method to optimize the movement of mobile base station in randomly distributed wireless sensor networks using particle swarm optimization (PSO) method for the purpose of prolonging network lifetime. Based on simulation results, it is demonstrated that the proposed technique can improve the network lifetime, data delivery and energy consumption when compared to existing energy-efficient protocols developed for this network.
format Article
author Abdul Latiff, Nurul Mu Abdul
Abdul Latiff, Nurul Adilah
Ahmad, R. Badlishah
author_facet Abdul Latiff, Nurul Mu Abdul
Abdul Latiff, Nurul Adilah
Ahmad, R. Badlishah
author_sort Abdul Latiff, Nurul Mu Abdul
title Enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization
title_short Enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization
title_full Enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization
title_fullStr Enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization
title_full_unstemmed Enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization
title_sort enhancement of wireless sensor network lifetime with mobile base station using particle swarm optimization
publisher Praise Worthy Prize
publishDate 2015
url http://eprints.utm.my/id/eprint/55027/
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score 13.211869