2018
Perez-Navarro, Antoni; Montoliu, Raul; Torres-Sospedra, Joaquín; Conesa, Jordi
Magnetic field as a characterization of wide and narrow spaces in a real challenging scenario using Dynamic Time Warping Proceedings Article
In: Proceedings of the Ninth International Conference on Indoor Positioning and Indoor Navigation (IPIN), pp. 1-8, IEEE, 2018, ISBN: 978-1-5386-5635-8/18.
Abstract | BibTeX | Tags: Indoor positioning, Magnetic field
@inproceedings{ipin2018magneticfield,
title = {Magnetic field as a characterization of wide and narrow spaces in a real challenging scenario using Dynamic Time Warping},
author = {Antoni Perez-Navarro and Raul Montoliu and Joaquín Torres-Sospedra and Jordi Conesa},
isbn = {978-1-5386-5635-8/18},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the Ninth International Conference on Indoor Positioning and Indoor Navigation (IPIN)},
pages = {1-8},
publisher = {IEEE},
abstract = {This paper presents a study of indoor positioning in public zones of the Parc Taul´ı Hospital in Sabadell. It is a challenging scenario because: 1) it combines wide spaces with middle sized and narrow spaces; 2) it is a shielded zone where no signals are available, and therefore, noWiFi signal can be used for positioning; and 3) it is not possible to deploy beacons for positioning. The goal of this work is to test
whether it is possible to get indoor positioning in a real and challenging scenario by using only the magnetic field. The positioning precision requires to locate the part of the hospital where the user is. The proposed solution defines “virtual corridors” to improve positioning in wide areas. To validate the work, magnetic field data have been recorded from the scenario, using different smartphones and by different persons. The obtained magnetic data curves have been compared by using dynamic time warping distance. Results show that it is possible to characterize every path with the magnetic field. The main contributions of the present paper are: 1) defining “virtual corridors” as a way to position using magnetic field in 2D spaces; and 2) showing that even in wide spaces, like the hall of a hospital, it is possible to find magnetic anomalies linked to positions.},
keywords = {Indoor positioning, Magnetic field},
pubstate = {published},
tppubtype = {inproceedings}
}
whether it is possible to get indoor positioning in a real and challenging scenario by using only the magnetic field. The positioning precision requires to locate the part of the hospital where the user is. The proposed solution defines “virtual corridors” to improve positioning in wide areas. To validate the work, magnetic field data have been recorded from the scenario, using different smartphones and by different persons. The obtained magnetic data curves have been compared by using dynamic time warping distance. Results show that it is possible to characterize every path with the magnetic field. The main contributions of the present paper are: 1) defining “virtual corridors” as a way to position using magnetic field in 2D spaces; and 2) showing that even in wide spaces, like the hall of a hospital, it is possible to find magnetic anomalies linked to positions.
2016
Montoliu-Colás, Raúl; Torres-Sospedra, Joaquín; Belmonte-Fernández, Óscar
Magnetic Field based Indoor Positioning Using the Bag of Words Paradigm Proceedings Article
In: Proceedings of the Seventh International Conference on Indoor Positioning and Indoor Navigation IPIN 2016, University of Alcala, Alcalá de Henares (Madrid), Spain October 4-7, 2016, pp. in press, 2016.
BibTeX | Tags: Indoor positioning, Magnetic field
@inproceedings{MontoliuColas2016,
title = {Magnetic Field based Indoor Positioning Using the Bag of Words Paradigm},
author = { Raúl Montoliu-Colás and Joaquín Torres-Sospedra and Óscar Belmonte-Fernández},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings of the Seventh International Conference on Indoor Positioning and Indoor Navigation IPIN 2016, University of Alcala, Alcalá de Henares (Madrid), Spain October 4-7, 2016},
pages = {in press},
keywords = {Indoor positioning, Magnetic field},
pubstate = {published},
tppubtype = {inproceedings}
}
Torres-Sospedra, Joaquín; Montoliu-Colás, Raúl; Mendoza-Silva, Germán Martín; Belmonte-Fernández, Óscar; Rambla-Risueño, David; Huerta-Guijarro, Joaquín
Providing Databases for Different Indoor Positioning Technologies: Pros and Cons of Magnetic field and Wi-Fi based Positioning Journal Article
In: Mobile information systems, pp. in press, 2016, (IF: 0.849 121/146 (Q4) Computer science – information systems 0.849 79/89 (Q4) Telecommunications ).
BibTeX | Tags: Database, Indoor positioning, Magnetic field, REPNIN, Wi-Fi fingerprint
@article{TorresSospedra2016b,
title = {Providing Databases for Different Indoor Positioning Technologies: Pros and Cons of Magnetic field and Wi-Fi based Positioning},
author = { Joaquín Torres-Sospedra and Raúl Montoliu-Colás and Germán Martín Mendoza-Silva and Óscar Belmonte-Fernández and David Rambla-Risueño and Joaquín Huerta-Guijarro},
year = {2016},
date = {2016-01-01},
journal = {Mobile information systems},
pages = {in press},
note = {IF: 0.849 121/146 (Q4) Computer science – information systems
0.849 79/89 (Q4) Telecommunications
},
keywords = {Database, Indoor positioning, Magnetic field, REPNIN, Wi-Fi fingerprint},
pubstate = {published},
tppubtype = {article}
}
2015
Torres-Sospedra, Joaquín; Rambla-Risueño, David; Montoliu-Colás, Raúl; Belmonte-Fernández, Óscar; Huerta-Guijarro, Joaquín
UJIIndoorLoc-Mag: A new database for magnetic field-based localization problems Journal Article
In: 2015 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2015, 2015, ISBN: 9781467384025.
Abstract | Links | BibTeX | Tags: Database, Indoor positioning, Magnetic field, SMARTWAYS
@article{TorresSospedra2015b,
title = {UJIIndoorLoc-Mag: A new database for magnetic field-based localization problems},
author = { Joaquín Torres-Sospedra and David Rambla-Risueño and Raúl Montoliu-Colás and Óscar Belmonte-Fernández and Joaquín Huerta-Guijarro},
doi = {10.1109/IPIN.2015.7346763},
isbn = {9781467384025},
year = {2015},
date = {2015-01-01},
journal = {2015 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2015},
abstract = {Indoor localization is a key topic for mobile computing. However, it is still very difficult for the mobile sensing community to compare state-of-art Indoor Positioning Systems due to the scarcity of publicly available databases. Magnetic field-based methods are becoming an important trend in this research field. Here, we present UJIIndoorLoc-Mag database, which can be used to compare magnetic field-based indoor localization methods. It consists of 270 continuous samples for training and 11 for testing. Each sample comprises a set of discrete captures taken along a corridor (or an intersection) with a period of 0.1 seconds. In total, there are almost 40.000 discrete captures, where each one contains features obtained from the magnetometer, the accelerometer and the orientation sensor of the device. The accuracy results obtained using two baseline methods are also presented to show the suitability of the presented database for further comparisons.},
keywords = {Database, Indoor positioning, Magnetic field, SMARTWAYS},
pubstate = {published},
tppubtype = {article}
}