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Transmission Power Influence on WSN-Based Indoor Localization Efficiency

Performing a good-quality indoor localization of a mobile target is a challenging task, which can be affected by many factors such as radio wave behavior, the nature of the experimental environment, and available infrastructure. (1) Background: An indoor localization experiment using an Internet of...

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Autores principales: Elkenawy, Amr, Judvaitis, Janis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185369/
https://www.ncbi.nlm.nih.gov/pubmed/35684775
http://dx.doi.org/10.3390/s22114154
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author Elkenawy, Amr
Judvaitis, Janis
author_facet Elkenawy, Amr
Judvaitis, Janis
author_sort Elkenawy, Amr
collection PubMed
description Performing a good-quality indoor localization of a mobile target is a challenging task, which can be affected by many factors such as radio wave behavior, the nature of the experimental environment, and available infrastructure. (1) Background: An indoor localization experiment using an Internet of Things (IoT) wireless sensor network (WSN) testbed is performed, in order to study the influence of transmission power level on the quality of received signals, and consequently, the estimated target positional coordinates. (2) Methods: A received signal strength indicator (RSSI) range-based localization system using a geometrical constrained weighted least squares (WLS) estimator multilateration technique is selected to validate the influence of the transmission power level on the performance of the localization algorithm. (3) Results: Fair localization quality was obtained at the highest transmission power level instead of the proposed transmission power level. (4) Conclusion: Additional factors are discussed to fully represent the required operational transmission power for a better localization quality, along with suggested improvements of the infrastructure configuration as a future work.
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spelling pubmed-91853692022-06-11 Transmission Power Influence on WSN-Based Indoor Localization Efficiency Elkenawy, Amr Judvaitis, Janis Sensors (Basel) Article Performing a good-quality indoor localization of a mobile target is a challenging task, which can be affected by many factors such as radio wave behavior, the nature of the experimental environment, and available infrastructure. (1) Background: An indoor localization experiment using an Internet of Things (IoT) wireless sensor network (WSN) testbed is performed, in order to study the influence of transmission power level on the quality of received signals, and consequently, the estimated target positional coordinates. (2) Methods: A received signal strength indicator (RSSI) range-based localization system using a geometrical constrained weighted least squares (WLS) estimator multilateration technique is selected to validate the influence of the transmission power level on the performance of the localization algorithm. (3) Results: Fair localization quality was obtained at the highest transmission power level instead of the proposed transmission power level. (4) Conclusion: Additional factors are discussed to fully represent the required operational transmission power for a better localization quality, along with suggested improvements of the infrastructure configuration as a future work. MDPI 2022-05-30 /pmc/articles/PMC9185369/ /pubmed/35684775 http://dx.doi.org/10.3390/s22114154 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Elkenawy, Amr
Judvaitis, Janis
Transmission Power Influence on WSN-Based Indoor Localization Efficiency
title Transmission Power Influence on WSN-Based Indoor Localization Efficiency
title_full Transmission Power Influence on WSN-Based Indoor Localization Efficiency
title_fullStr Transmission Power Influence on WSN-Based Indoor Localization Efficiency
title_full_unstemmed Transmission Power Influence on WSN-Based Indoor Localization Efficiency
title_short Transmission Power Influence on WSN-Based Indoor Localization Efficiency
title_sort transmission power influence on wsn-based indoor localization efficiency
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185369/
https://www.ncbi.nlm.nih.gov/pubmed/35684775
http://dx.doi.org/10.3390/s22114154
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