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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Molecular Diversity Preservation International (MDPI)
2011
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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. |
format | Online Article Text |
id | pubmed-3231746 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
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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