Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer

Various ranging techniques are frequently employed in wireless sensor networks (WSNs) to determine the distance between a node and its neighboring anchor nodes. The distance measurement, as mentioned earlier is subsequently employed to estimate the location of the node whose location is unknown. Th...

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Main Authors: Nabil Abdelkader Nouri, Abdenacer Naouri, Sahraoui Dhelim
Format: Article
Language:English
Published: Universidade Federal de Viçosa (UFV) 2023-06-01
Series:The Journal of Engineering and Exact Sciences
Subjects:
Online Access:https://periodicos.ufv.br/jcec/article/view/15920
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author Nabil Abdelkader Nouri
Abdenacer Naouri
Sahraoui Dhelim
author_facet Nabil Abdelkader Nouri
Abdenacer Naouri
Sahraoui Dhelim
author_sort Nabil Abdelkader Nouri
collection DOAJ
description Various ranging techniques are frequently employed in wireless sensor networks (WSNs) to determine the distance between a node and its neighboring anchor nodes. The distance measurement, as mentioned earlier is subsequently employed to estimate the location of the node whose location is unknown. The present paper presents an Accurate Localization Scheme that utilizes Grey Wolf Optimization (GWO) and is based on the Radio Signal Strength (RSS) ranging technique. The efficiency of our technique has been proved through extensive simulations, showing a consistent improvement in localization accuracy ratios and a decrease in location errors while maintaining cost-effectiveness.
format Article
id doaj-art-e9fea52bf8d7454dac6eab7e4f4066c6
institution Kabale University
issn 2527-1075
language English
publishDate 2023-06-01
publisher Universidade Federal de Viçosa (UFV)
record_format Article
series The Journal of Engineering and Exact Sciences
spelling doaj-art-e9fea52bf8d7454dac6eab7e4f4066c62025-02-02T19:55:05ZengUniversidade Federal de Viçosa (UFV)The Journal of Engineering and Exact Sciences2527-10752023-06-019410.18540/jcecvl9iss4pp15920-01eAccurate range-based distributed localization of wireless sensor nodes using grey wolf optimizerNabil Abdelkader Nouri0Abdenacer Naouri1Sahraoui Dhelim2Telecommunication and Smart Systems Laboratory, Djelfa university of Algeria, Djelfa, 17000, AlgeriaSchool of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China School of Computer Science University College Dublin Dublin 4, Ireland Various ranging techniques are frequently employed in wireless sensor networks (WSNs) to determine the distance between a node and its neighboring anchor nodes. The distance measurement, as mentioned earlier is subsequently employed to estimate the location of the node whose location is unknown. The present paper presents an Accurate Localization Scheme that utilizes Grey Wolf Optimization (GWO) and is based on the Radio Signal Strength (RSS) ranging technique. The efficiency of our technique has been proved through extensive simulations, showing a consistent improvement in localization accuracy ratios and a decrease in location errors while maintaining cost-effectiveness. https://periodicos.ufv.br/jcec/article/view/15920SensorslocalizationRSS
spellingShingle Nabil Abdelkader Nouri
Abdenacer Naouri
Sahraoui Dhelim
Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
The Journal of Engineering and Exact Sciences
Sensors
localization
RSS
title Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title_full Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title_fullStr Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title_full_unstemmed Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title_short Accurate range-based distributed localization of wireless sensor nodes using grey wolf optimizer
title_sort accurate range based distributed localization of wireless sensor nodes using grey wolf optimizer
topic Sensors
localization
RSS
url https://periodicos.ufv.br/jcec/article/view/15920
work_keys_str_mv AT nabilabdelkadernouri accuraterangebaseddistributedlocalizationofwirelesssensornodesusinggreywolfoptimizer
AT abdenacernaouri accuraterangebaseddistributedlocalizationofwirelesssensornodesusinggreywolfoptimizer
AT sahraouidhelim accuraterangebaseddistributedlocalizationofwirelesssensornodesusinggreywolfoptimizer