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Robust Silent Localization of Underwater Acoustic Sensor Network Using Mobile Anchor(s)
Underwater acoustic sensor networks (UWASNs) can revolutionize the subsea domain by enabling low-cost monitoring of subsea assets and the marine environment. Accurate localization of the UWASNs is essential for these applications. In general, range-based localization techniques are preferred for the...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865514/ https://www.ncbi.nlm.nih.gov/pubmed/33494511 http://dx.doi.org/10.3390/s21030727 |
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author | Mourya, Rahul Dragone, Mauro Petillot, Yvan |
author_facet | Mourya, Rahul Dragone, Mauro Petillot, Yvan |
author_sort | Mourya, Rahul |
collection | PubMed |
description | Underwater acoustic sensor networks (UWASNs) can revolutionize the subsea domain by enabling low-cost monitoring of subsea assets and the marine environment. Accurate localization of the UWASNs is essential for these applications. In general, range-based localization techniques are preferred for their high accuracy in estimated locations. However, they can be severely affected by variable sound speed, multipath spreading, and other effects of the acoustic channel. In addition, an inefficient localization scheme can consume a significant amount of energy, reducing the effective life of the battery-powered sensor nodes. In this paper, we propose robust, efficient, and practically implementable localization schemes for static UWASNs. The proposed schemes are based on the Time-Difference-of-Arrival (TDoA) measurements and the nodes are localized passively, i.e., by just listening to beacon signals from multiple anchors, thus saving both the channel bandwidth and energy. The robustness in location estimates is achieved by considering an appropriate statistical noise model based on a plausible acoustic channel model and certain practical assumptions. To overcome the practical challenges of deploying and maintaining multiple permanent anchors for TDoA measurements, we propose practical schemes of using a single or multiple surface vehicles as virtual anchors. The robustness of localization is evaluated by simulations under realistic settings. By combining a mobile anchor(s) scheme with a robust estimator, this paper presents a complete package of efficient, robust, and practically usable localization schemes for low-cost UWASNs. |
format | Online Article Text |
id | pubmed-7865514 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-78655142021-02-07 Robust Silent Localization of Underwater Acoustic Sensor Network Using Mobile Anchor(s) Mourya, Rahul Dragone, Mauro Petillot, Yvan Sensors (Basel) Article Underwater acoustic sensor networks (UWASNs) can revolutionize the subsea domain by enabling low-cost monitoring of subsea assets and the marine environment. Accurate localization of the UWASNs is essential for these applications. In general, range-based localization techniques are preferred for their high accuracy in estimated locations. However, they can be severely affected by variable sound speed, multipath spreading, and other effects of the acoustic channel. In addition, an inefficient localization scheme can consume a significant amount of energy, reducing the effective life of the battery-powered sensor nodes. In this paper, we propose robust, efficient, and practically implementable localization schemes for static UWASNs. The proposed schemes are based on the Time-Difference-of-Arrival (TDoA) measurements and the nodes are localized passively, i.e., by just listening to beacon signals from multiple anchors, thus saving both the channel bandwidth and energy. The robustness in location estimates is achieved by considering an appropriate statistical noise model based on a plausible acoustic channel model and certain practical assumptions. To overcome the practical challenges of deploying and maintaining multiple permanent anchors for TDoA measurements, we propose practical schemes of using a single or multiple surface vehicles as virtual anchors. The robustness of localization is evaluated by simulations under realistic settings. By combining a mobile anchor(s) scheme with a robust estimator, this paper presents a complete package of efficient, robust, and practically usable localization schemes for low-cost UWASNs. MDPI 2021-01-21 /pmc/articles/PMC7865514/ /pubmed/33494511 http://dx.doi.org/10.3390/s21030727 Text en © 2021 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 Mourya, Rahul Dragone, Mauro Petillot, Yvan Robust Silent Localization of Underwater Acoustic Sensor Network Using Mobile Anchor(s) |
title | Robust Silent Localization of Underwater Acoustic Sensor Network Using Mobile Anchor(s) |
title_full | Robust Silent Localization of Underwater Acoustic Sensor Network Using Mobile Anchor(s) |
title_fullStr | Robust Silent Localization of Underwater Acoustic Sensor Network Using Mobile Anchor(s) |
title_full_unstemmed | Robust Silent Localization of Underwater Acoustic Sensor Network Using Mobile Anchor(s) |
title_short | Robust Silent Localization of Underwater Acoustic Sensor Network Using Mobile Anchor(s) |
title_sort | robust silent localization of underwater acoustic sensor network using mobile anchor(s) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865514/ https://www.ncbi.nlm.nih.gov/pubmed/33494511 http://dx.doi.org/10.3390/s21030727 |
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