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Indoor Pedestrian Navigation Using Foot-Mounted IMU and Portable Ultrasound Range Sensors

Many solutions have been proposed for indoor pedestrian navigation. Some rely on pre-installed sensor networks, which offer good accuracy but are limited to areas that have been prepared for that purpose, thus requiring an expensive and possibly time-consuming process. Such methods are therefore ina...

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Detalles Bibliográficos
Autores principales: Girard, Gabriel, Côté, Stéphane, Zlatanova, Sisi, Barette, Yannick, St-Pierre, Johanne, van Oosterom, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231746/
https://www.ncbi.nlm.nih.gov/pubmed/22164034
http://dx.doi.org/10.3390/s110807606
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author Girard, Gabriel
Côté, Stéphane
Zlatanova, Sisi
Barette, Yannick
St-Pierre, Johanne
van Oosterom, Peter
author_facet Girard, Gabriel
Côté, Stéphane
Zlatanova, Sisi
Barette, Yannick
St-Pierre, Johanne
van Oosterom, Peter
author_sort Girard, Gabriel
collection PubMed
description Many solutions have been proposed for indoor pedestrian navigation. Some rely on pre-installed sensor networks, which offer good accuracy but are limited to areas that have been prepared for that purpose, thus requiring an expensive and possibly time-consuming process. Such methods are therefore inappropriate for navigation in emergency situations since the power supply may be disturbed. Other types of solutions track the user without requiring a prepared environment. However, they may have low accuracy. Offline tracking has been proposed to increase accuracy, however this prevents users from knowing their position in real time. This paper describes a real time indoor navigation system that does not require prepared building environments and provides tracking accuracy superior to previously described tracking methods. The system uses a combination of four techniques: foot-mounted IMU (Inertial Motion Unit), ultrasonic ranging, particle filtering and model-based navigation. The very purpose of the project is to combine these four well-known techniques in a novel way to provide better indoor tracking results for pedestrians.
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spelling pubmed-32317462011-12-07 Indoor Pedestrian Navigation Using Foot-Mounted IMU and Portable Ultrasound Range Sensors Girard, Gabriel Côté, Stéphane Zlatanova, Sisi Barette, Yannick St-Pierre, Johanne van Oosterom, Peter Sensors (Basel) Article Many solutions have been proposed for indoor pedestrian navigation. Some rely on pre-installed sensor networks, which offer good accuracy but are limited to areas that have been prepared for that purpose, thus requiring an expensive and possibly time-consuming process. Such methods are therefore inappropriate for navigation in emergency situations since the power supply may be disturbed. Other types of solutions track the user without requiring a prepared environment. However, they may have low accuracy. Offline tracking has been proposed to increase accuracy, however this prevents users from knowing their position in real time. This paper describes a real time indoor navigation system that does not require prepared building environments and provides tracking accuracy superior to previously described tracking methods. The system uses a combination of four techniques: foot-mounted IMU (Inertial Motion Unit), ultrasonic ranging, particle filtering and model-based navigation. The very purpose of the project is to combine these four well-known techniques in a novel way to provide better indoor tracking results for pedestrians. Molecular Diversity Preservation International (MDPI) 2011-08-02 /pmc/articles/PMC3231746/ /pubmed/22164034 http://dx.doi.org/10.3390/s110807606 Text en © 2011 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 license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Girard, Gabriel
Côté, Stéphane
Zlatanova, Sisi
Barette, Yannick
St-Pierre, Johanne
van Oosterom, Peter
Indoor Pedestrian Navigation Using Foot-Mounted IMU and Portable Ultrasound Range Sensors
title Indoor Pedestrian Navigation Using Foot-Mounted IMU and Portable Ultrasound Range Sensors
title_full Indoor Pedestrian Navigation Using Foot-Mounted IMU and Portable Ultrasound Range Sensors
title_fullStr Indoor Pedestrian Navigation Using Foot-Mounted IMU and Portable Ultrasound Range Sensors
title_full_unstemmed Indoor Pedestrian Navigation Using Foot-Mounted IMU and Portable Ultrasound Range Sensors
title_short Indoor Pedestrian Navigation Using Foot-Mounted IMU and Portable Ultrasound Range Sensors
title_sort indoor pedestrian navigation using foot-mounted imu and portable ultrasound range sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231746/
https://www.ncbi.nlm.nih.gov/pubmed/22164034
http://dx.doi.org/10.3390/s110807606
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