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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...

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Detalles Bibliográficos
Autores principales: Mourya, Rahul, Dragone, Mauro, Petillot, Yvan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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