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Underwater Acoustic Sensor Networks Node Localization Based on Compressive Sensing in Water Hydrology
Groundwater is an important source of human activities, agriculture and industry. Underwater Acoustic Sensor Networks (UASNs) is one of the important technologies for marine environmental monitoring. Therefore, it is of great significance to study the node self- localization technology of underwater...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832983/ https://www.ncbi.nlm.nih.gov/pubmed/31635107 http://dx.doi.org/10.3390/s19204552 |
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author | Wang, Sen Lin, Yun Tao, Hongxu Sharma, Pradip Kumar Wang, Jin |
author_facet | Wang, Sen Lin, Yun Tao, Hongxu Sharma, Pradip Kumar Wang, Jin |
author_sort | Wang, Sen |
collection | PubMed |
description | Groundwater is an important source of human activities, agriculture and industry. Underwater Acoustic Sensor Networks (UASNs) is one of the important technologies for marine environmental monitoring. Therefore, it is of great significance to study the node self- localization technology of underwater acoustic sensor network. This paper mainly studies the node localization algorithm based on range-free. In order to save cost and energy consumption, only a small number of sensing nodes in sensor networks usually know their own location. How to locate all nodes accurately through these few nodes is the focus of our research. In this paper, combined with the compressive sensing algorithm, a range-free node localization algorithm based on node hop information is proposed. Aiming at the problem that connection information collected by the algorithm is an integer, the hop is modified to further improve the localization performance. The simulation analysis shows that the improved algorithm is effective to improve the localization accuracy without additional cost and energy consumption compared with the traditional method. |
format | Online Article Text |
id | pubmed-6832983 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68329832019-11-25 Underwater Acoustic Sensor Networks Node Localization Based on Compressive Sensing in Water Hydrology Wang, Sen Lin, Yun Tao, Hongxu Sharma, Pradip Kumar Wang, Jin Sensors (Basel) Article Groundwater is an important source of human activities, agriculture and industry. Underwater Acoustic Sensor Networks (UASNs) is one of the important technologies for marine environmental monitoring. Therefore, it is of great significance to study the node self- localization technology of underwater acoustic sensor network. This paper mainly studies the node localization algorithm based on range-free. In order to save cost and energy consumption, only a small number of sensing nodes in sensor networks usually know their own location. How to locate all nodes accurately through these few nodes is the focus of our research. In this paper, combined with the compressive sensing algorithm, a range-free node localization algorithm based on node hop information is proposed. Aiming at the problem that connection information collected by the algorithm is an integer, the hop is modified to further improve the localization performance. The simulation analysis shows that the improved algorithm is effective to improve the localization accuracy without additional cost and energy consumption compared with the traditional method. MDPI 2019-10-19 /pmc/articles/PMC6832983/ /pubmed/31635107 http://dx.doi.org/10.3390/s19204552 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Sen Lin, Yun Tao, Hongxu Sharma, Pradip Kumar Wang, Jin Underwater Acoustic Sensor Networks Node Localization Based on Compressive Sensing in Water Hydrology |
title | Underwater Acoustic Sensor Networks Node Localization Based on Compressive Sensing in Water Hydrology |
title_full | Underwater Acoustic Sensor Networks Node Localization Based on Compressive Sensing in Water Hydrology |
title_fullStr | Underwater Acoustic Sensor Networks Node Localization Based on Compressive Sensing in Water Hydrology |
title_full_unstemmed | Underwater Acoustic Sensor Networks Node Localization Based on Compressive Sensing in Water Hydrology |
title_short | Underwater Acoustic Sensor Networks Node Localization Based on Compressive Sensing in Water Hydrology |
title_sort | underwater acoustic sensor networks node localization based on compressive sensing in water hydrology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832983/ https://www.ncbi.nlm.nih.gov/pubmed/31635107 http://dx.doi.org/10.3390/s19204552 |
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