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I-DWRL: Improved Dual Wireless Radio Localization Using Magnetometer

In the dual wireless radio localization (DWRL) technique each sensor node is equipped with two ultra-wide band (UWB) radios; the distance between the two radios is a few tens of centimeters. For localization, the DWRL technique must use at least two pre-localized nodes to fully localize an unlocaliz...

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Detalles Bibliográficos
Autores principales: Aziz, Abdul, Kumar, Ramesh, Joe, Inwhee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5712994/
https://www.ncbi.nlm.nih.gov/pubmed/29140291
http://dx.doi.org/10.3390/s17112630
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author Aziz, Abdul
Kumar, Ramesh
Joe, Inwhee
author_facet Aziz, Abdul
Kumar, Ramesh
Joe, Inwhee
author_sort Aziz, Abdul
collection PubMed
description In the dual wireless radio localization (DWRL) technique each sensor node is equipped with two ultra-wide band (UWB) radios; the distance between the two radios is a few tens of centimeters. For localization, the DWRL technique must use at least two pre-localized nodes to fully localize an unlocalized node. Moreover, in the DWRL technique it is also not possible for two sensor nodes to properly communicate location information unless each of the four UWB radios of two communicating sensor nodes cannot approach the remaining three radios. In this paper, we propose an improved DWRL (I-DWRL) algorithm along with mounting a magnetometer sensor on one of the UWB radios of all sensor nodes. This addition of a magnetometer helps to improve DWRL algorithm such that only one localized sensor node is required for the localization of an unlocalized sensor node, and localization can also be achieved even when some of the four radios of two nodes are unable to communicate with the remaining three radios. The results show that with the use of a magnetometer a greater number of nodes can be localized with a smaller transmission range, less energy and a shorter period of time. In comparison with the conventional DWRL algorithm, our I-DWRL not only maintains the localization error but also requires around half of semi-localizations, 60% of the time, 70% of the energy and a shorter communication range to fully localize an entire network. Moreover, I-DWRL can even localize more nodes while transmission range is not sufficient for DWRL algorithm.
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spelling pubmed-57129942017-12-07 I-DWRL: Improved Dual Wireless Radio Localization Using Magnetometer Aziz, Abdul Kumar, Ramesh Joe, Inwhee Sensors (Basel) Article In the dual wireless radio localization (DWRL) technique each sensor node is equipped with two ultra-wide band (UWB) radios; the distance between the two radios is a few tens of centimeters. For localization, the DWRL technique must use at least two pre-localized nodes to fully localize an unlocalized node. Moreover, in the DWRL technique it is also not possible for two sensor nodes to properly communicate location information unless each of the four UWB radios of two communicating sensor nodes cannot approach the remaining three radios. In this paper, we propose an improved DWRL (I-DWRL) algorithm along with mounting a magnetometer sensor on one of the UWB radios of all sensor nodes. This addition of a magnetometer helps to improve DWRL algorithm such that only one localized sensor node is required for the localization of an unlocalized sensor node, and localization can also be achieved even when some of the four radios of two nodes are unable to communicate with the remaining three radios. The results show that with the use of a magnetometer a greater number of nodes can be localized with a smaller transmission range, less energy and a shorter period of time. In comparison with the conventional DWRL algorithm, our I-DWRL not only maintains the localization error but also requires around half of semi-localizations, 60% of the time, 70% of the energy and a shorter communication range to fully localize an entire network. Moreover, I-DWRL can even localize more nodes while transmission range is not sufficient for DWRL algorithm. MDPI 2017-11-15 /pmc/articles/PMC5712994/ /pubmed/29140291 http://dx.doi.org/10.3390/s17112630 Text en © 2017 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
Aziz, Abdul
Kumar, Ramesh
Joe, Inwhee
I-DWRL: Improved Dual Wireless Radio Localization Using Magnetometer
title I-DWRL: Improved Dual Wireless Radio Localization Using Magnetometer
title_full I-DWRL: Improved Dual Wireless Radio Localization Using Magnetometer
title_fullStr I-DWRL: Improved Dual Wireless Radio Localization Using Magnetometer
title_full_unstemmed I-DWRL: Improved Dual Wireless Radio Localization Using Magnetometer
title_short I-DWRL: Improved Dual Wireless Radio Localization Using Magnetometer
title_sort i-dwrl: improved dual wireless radio localization using magnetometer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5712994/
https://www.ncbi.nlm.nih.gov/pubmed/29140291
http://dx.doi.org/10.3390/s17112630
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