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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9185369 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT elkenawyamr transmissionpowerinfluenceonwsnbasedindoorlocalizationefficiency AT judvaitisjanis transmissionpowerinfluenceonwsnbasedindoorlocalizationefficiency |