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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...

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Detalles Bibliográficos
Autores principales: Jurado Romero, Francisco, Munoz Diaz, Estefania, Bousdar Ahmed, Dina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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