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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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 |
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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 |
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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 |
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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 |
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Praise Worthy Prize |
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2015 |
url |
http://eprints.utm.my/id/eprint/55027/ |
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