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Advanced Pedestrian Positioning System to Smartphones and Smartwatches

Correa Villa, Alejandro and Munoz Diaz, Estefania and Bousdar, Dina and Morell, Antoni and Lopez Vicario, Jose (2016) Advanced Pedestrian Positioning System to Smartphones and Smartwatches. Sensors. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/s16111903 ISSN 1424-8220

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Official URL: http://www.mdpi.com/1424-8220/16/11/1903

Abstract

In recent years, there has been an increasing interest in the development of pedestrian navigation systems for satellite-denied scenarios. The popularization of smartphones and smartwatches is an interesting opportunity for reducing the infrastructure cost of the positioning systems. Nowadays, smartphones include inertial sensors that can be used in pedestrian dead-reckoning (PDR) algorithms for the estimation of the user’s position. Both smartphones and smartwatches include WiFi capabilities allowing the computation of the received signal strength (RSS). We develop a new method for the combination of RSS measurements from two different receivers using a Gaussian mixture model. We also analyze the implication of using a WiFi network designed for communication purposes in an indoor positioning system when the designer cannot control the network configuration. In this work, we design a hybrid positioning system that combines inertial measurements, from low-cost inertial sensors embedded in a smartphone, with RSS measurements through an extended Kalman filter. The system has been validated in a real scenario, and results show that our system improves the positioning accuracy of the PDR system thanks to the use of two WiFi receivers. The designed system obtains an accuracy up to 1.4 m in a scenario of 6000 m2.

Item URL in elib:https://elib.dlr.de/108323/
Document Type:Article
Title:Advanced Pedestrian Positioning System to Smartphones and Smartwatches
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Correa Villa, Alejandroalejandro.correa (at) uab.catUNSPECIFIED
Munoz Diaz, Estefaniaestefania.munoz (at) dlr.deUNSPECIFIED
Bousdar, Dinadina.bousdarahmed (at) dlr.deUNSPECIFIED
Morell, Antoniantoni.morell (at) uab.catUNSPECIFIED
Lopez Vicario, Joseuniversitat autonoma de barcelona (uab), spainUNSPECIFIED
Date:11 November 2016
Journal or Publication Title:Sensors
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI :10.3390/s16111903
Publisher:Multidisciplinary Digital Publishing Institute (MDPI)
ISSN:1424-8220
Status:Published
Keywords:inertial sensors and systems; smartphone navigation systems; aiding technology for INS; smartwatch; received signal strength
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Communication and Navigation
DLR - Research area:Raumfahrt
DLR - Program:R KN - Kommunikation und Navigation
DLR - Research theme (Project):R - Vorhaben GNSS2/Neue Dienste und Produkte
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Communication and Navigation > Communications Systems
Deposited By: Munoz Diaz-Ropero, Estefania
Deposited On:29 Nov 2016 11:32
Last Modified:14 Dec 2019 04:27

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