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Smartphone-Based Localization for Passengers Commuting in Traffic Hubs
Passengers commute between different modes of transportation in traffic hubs, and passenger localization is a key component for the effective functioning of these spaces. The smartphone-based localization system presented in this work is based on the 3D step and heading approach, which is adapted de...
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/PMC9571914/ https://www.ncbi.nlm.nih.gov/pubmed/36236297 http://dx.doi.org/10.3390/s22197199 |
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author | Jurado Romero, Francisco Munoz Diaz, Estefania Bousdar Ahmed, Dina |
author_facet | Jurado Romero, Francisco Munoz Diaz, Estefania Bousdar Ahmed, Dina |
author_sort | Jurado Romero, Francisco |
collection | PubMed |
description | Passengers commute between different modes of transportation in traffic hubs, and passenger localization is a key component for the effective functioning of these spaces. The smartphone-based localization system presented in this work is based on the 3D step and heading approach, which is adapted depending on the position of the smartphone, i.e., held in the hand or in the front pocket of the trousers. We use the accelerometer, gyroscope and barometer embedded in the smartphone to detect the steps and the direction of movement of the passenger. To correct the accumulated error, we detect landmarks, particularly staircases and elevators. To test our localization algorithm, we have recorded real-world mobility data in a test station in Munich city center where we have ground truth points. We achieve a 3D position accuracy of 12 m for a smartphone held in the hand and 10 m when the phone is placed in the front pocket of the trousers. |
format | Online Article Text |
id | pubmed-9571914 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95719142022-10-17 Smartphone-Based Localization for Passengers Commuting in Traffic Hubs Jurado Romero, Francisco Munoz Diaz, Estefania Bousdar Ahmed, Dina Sensors (Basel) Article Passengers commute between different modes of transportation in traffic hubs, and passenger localization is a key component for the effective functioning of these spaces. The smartphone-based localization system presented in this work is based on the 3D step and heading approach, which is adapted depending on the position of the smartphone, i.e., held in the hand or in the front pocket of the trousers. We use the accelerometer, gyroscope and barometer embedded in the smartphone to detect the steps and the direction of movement of the passenger. To correct the accumulated error, we detect landmarks, particularly staircases and elevators. To test our localization algorithm, we have recorded real-world mobility data in a test station in Munich city center where we have ground truth points. We achieve a 3D position accuracy of 12 m for a smartphone held in the hand and 10 m when the phone is placed in the front pocket of the trousers. MDPI 2022-09-22 /pmc/articles/PMC9571914/ /pubmed/36236297 http://dx.doi.org/10.3390/s22197199 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 Jurado Romero, Francisco Munoz Diaz, Estefania Bousdar Ahmed, Dina Smartphone-Based Localization for Passengers Commuting in Traffic Hubs |
title | Smartphone-Based Localization for Passengers Commuting in Traffic Hubs |
title_full | Smartphone-Based Localization for Passengers Commuting in Traffic Hubs |
title_fullStr | Smartphone-Based Localization for Passengers Commuting in Traffic Hubs |
title_full_unstemmed | Smartphone-Based Localization for Passengers Commuting in Traffic Hubs |
title_short | Smartphone-Based Localization for Passengers Commuting in Traffic Hubs |
title_sort | smartphone-based localization for passengers commuting in traffic hubs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571914/ https://www.ncbi.nlm.nih.gov/pubmed/36236297 http://dx.doi.org/10.3390/s22197199 |
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