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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| Format: | Article |
| Language: | English |
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Universidade Federal de Viçosa (UFV)
2023-06-01
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| Series: | The Journal of Engineering and Exact Sciences |
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| 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 |
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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.
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| 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 |