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Multi-Objective Optimization of a Wireless Body Area Network for Varying Body Positions

The purpose of this research was to improve the performance of a wireless body area sensor network, operating on a person in the seated and standing positions. Optimization-focused on both the on-body transmission channel and off-body link performance. The system consists of three nodes. One node (o...

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Detalles Bibliográficos
Autores principales: Januszkiewicz, Łukasz, Di Barba, Paolo, Hausman, Sławomir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210086/
https://www.ncbi.nlm.nih.gov/pubmed/30314345
http://dx.doi.org/10.3390/s18103406
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author Januszkiewicz, Łukasz
Di Barba, Paolo
Hausman, Sławomir
author_facet Januszkiewicz, Łukasz
Di Barba, Paolo
Hausman, Sławomir
author_sort Januszkiewicz, Łukasz
collection PubMed
description The purpose of this research was to improve the performance of a wireless body area sensor network, operating on a person in the seated and standing positions. Optimization-focused on both the on-body transmission channel and off-body link performance. The system consists of three nodes. One node (on the user’s head) is fixed, while the positions of the other two (one on the user’s trunk and the other on one leg) with respect to the body (local coordinates) are design variables. The objective function used in the design process is characterized by two components: the first controls the wireless channel for on-body data transmission between the three sensor nodes, while the second controls the off-body transmission between the nodes and a remote transceiver. The optimal design procedure exploits a low-cost Estra, which is an evolutionary strategy optimization algorithm linked with Remcom XFdtd, a full-wave Finite-Difference Time-Domain (FDTD) electromagnetic field analysis package. The Pareto-like approach applied in this study searches for a non-dominated solution that gives the best compromise between on-body and off-body performance.
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spelling pubmed-62100862018-11-02 Multi-Objective Optimization of a Wireless Body Area Network for Varying Body Positions Januszkiewicz, Łukasz Di Barba, Paolo Hausman, Sławomir Sensors (Basel) Article The purpose of this research was to improve the performance of a wireless body area sensor network, operating on a person in the seated and standing positions. Optimization-focused on both the on-body transmission channel and off-body link performance. The system consists of three nodes. One node (on the user’s head) is fixed, while the positions of the other two (one on the user’s trunk and the other on one leg) with respect to the body (local coordinates) are design variables. The objective function used in the design process is characterized by two components: the first controls the wireless channel for on-body data transmission between the three sensor nodes, while the second controls the off-body transmission between the nodes and a remote transceiver. The optimal design procedure exploits a low-cost Estra, which is an evolutionary strategy optimization algorithm linked with Remcom XFdtd, a full-wave Finite-Difference Time-Domain (FDTD) electromagnetic field analysis package. The Pareto-like approach applied in this study searches for a non-dominated solution that gives the best compromise between on-body and off-body performance. MDPI 2018-10-11 /pmc/articles/PMC6210086/ /pubmed/30314345 http://dx.doi.org/10.3390/s18103406 Text en © 2018 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
Januszkiewicz, Łukasz
Di Barba, Paolo
Hausman, Sławomir
Multi-Objective Optimization of a Wireless Body Area Network for Varying Body Positions
title Multi-Objective Optimization of a Wireless Body Area Network for Varying Body Positions
title_full Multi-Objective Optimization of a Wireless Body Area Network for Varying Body Positions
title_fullStr Multi-Objective Optimization of a Wireless Body Area Network for Varying Body Positions
title_full_unstemmed Multi-Objective Optimization of a Wireless Body Area Network for Varying Body Positions
title_short Multi-Objective Optimization of a Wireless Body Area Network for Varying Body Positions
title_sort multi-objective optimization of a wireless body area network for varying body positions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210086/
https://www.ncbi.nlm.nih.gov/pubmed/30314345
http://dx.doi.org/10.3390/s18103406
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