Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Sen, Lin, Yun, Tao, Hongxu, Sharma, Pradip Kumar, Wang, Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
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
_version_ 1783466271990349824
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
work_keys_str_mv AT wangsen underwateracousticsensornetworksnodelocalizationbasedoncompressivesensinginwaterhydrology
AT linyun underwateracousticsensornetworksnodelocalizationbasedoncompressivesensinginwaterhydrology
AT taohongxu underwateracousticsensornetworksnodelocalizationbasedoncompressivesensinginwaterhydrology
AT sharmapradipkumar underwateracousticsensornetworksnodelocalizationbasedoncompressivesensinginwaterhydrology
AT wangjin underwateracousticsensornetworksnodelocalizationbasedoncompressivesensinginwaterhydrology