Cargando…

Accuracy and Precision Assessment of AoA-Based Indoor Positioning Systems Using Infrastructure Lighting and a Position-Sensitive Detector

Unlike GNSS-based outdoor positioning, there is no technological alternative for Indoor Positioning Systems (IPSs) that generally stands out from the others. In indoor contexts, the measurement technologies and localization strategies to be used depend strongly on the application requirements and ar...

Descripción completa

Detalles Bibliográficos
Autores principales: De-La-Llana-Calvo, Álvaro, Salido-Monzú, David, Lázaro-Galilea, José-Luis, Gardel-Vicente, Alfredo, Bravo-Muñoz, Ignacio, Rubiano-Muriel, Borja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7570539/
https://www.ncbi.nlm.nih.gov/pubmed/32962138
http://dx.doi.org/10.3390/s20185359
_version_ 1783596970096459776
author De-La-Llana-Calvo, Álvaro
Salido-Monzú, David
Lázaro-Galilea, José-Luis
Gardel-Vicente, Alfredo
Bravo-Muñoz, Ignacio
Rubiano-Muriel, Borja
author_facet De-La-Llana-Calvo, Álvaro
Salido-Monzú, David
Lázaro-Galilea, José-Luis
Gardel-Vicente, Alfredo
Bravo-Muñoz, Ignacio
Rubiano-Muriel, Borja
author_sort De-La-Llana-Calvo, Álvaro
collection PubMed
description Unlike GNSS-based outdoor positioning, there is no technological alternative for Indoor Positioning Systems (IPSs) that generally stands out from the others. In indoor contexts, the measurement technologies and localization strategies to be used depend strongly on the application requirements and are complementary to each other. In this work, we present an optical IPS based on a Position-Sensitive Detector (PSD) and exploiting illumination infrastructure to determine the target position by Angle of Arrival (AoA) measurements. We combine the proposed IPS with different positioning strategies depending on the number of visible emitters (one, two, or more) and available prior or additional information about the scenario and target. The accuracy and precision of the proposal is assessed experimentally for the different strategies in a 2.47 m high space covering approximately 2.2 m(2), using high-end geodetic equipment to establish the reference ground truth. When the orientation of the target is known from external measurements, an average positioning error of 8.2 mm is obtained using the signal received from only one emitter. Using simultaneous observations from two emitters, an average positioning error of 9.4 mm is obtained without external information when the target movement is restricted to a plane. Conversely, if four signals are available, an average positioning error of 4.9 cm is demonstrated, yielding the complete 3D pose of the target free of any prior assumption or additional measurements. In all cases, a precision (2 [Formula: see text]) better than 5.9 mm is achieved across the complete test space for an integration time of 10 ms. The proposed system represents a prospectively useful alternative for indoor positioning applications requiring fast and reliable cm-level accuracy with moderate cost when smart illumination infrastructure is available in the environment.
format Online
Article
Text
id pubmed-7570539
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-75705392020-10-28 Accuracy and Precision Assessment of AoA-Based Indoor Positioning Systems Using Infrastructure Lighting and a Position-Sensitive Detector De-La-Llana-Calvo, Álvaro Salido-Monzú, David Lázaro-Galilea, José-Luis Gardel-Vicente, Alfredo Bravo-Muñoz, Ignacio Rubiano-Muriel, Borja Sensors (Basel) Article Unlike GNSS-based outdoor positioning, there is no technological alternative for Indoor Positioning Systems (IPSs) that generally stands out from the others. In indoor contexts, the measurement technologies and localization strategies to be used depend strongly on the application requirements and are complementary to each other. In this work, we present an optical IPS based on a Position-Sensitive Detector (PSD) and exploiting illumination infrastructure to determine the target position by Angle of Arrival (AoA) measurements. We combine the proposed IPS with different positioning strategies depending on the number of visible emitters (one, two, or more) and available prior or additional information about the scenario and target. The accuracy and precision of the proposal is assessed experimentally for the different strategies in a 2.47 m high space covering approximately 2.2 m(2), using high-end geodetic equipment to establish the reference ground truth. When the orientation of the target is known from external measurements, an average positioning error of 8.2 mm is obtained using the signal received from only one emitter. Using simultaneous observations from two emitters, an average positioning error of 9.4 mm is obtained without external information when the target movement is restricted to a plane. Conversely, if four signals are available, an average positioning error of 4.9 cm is demonstrated, yielding the complete 3D pose of the target free of any prior assumption or additional measurements. In all cases, a precision (2 [Formula: see text]) better than 5.9 mm is achieved across the complete test space for an integration time of 10 ms. The proposed system represents a prospectively useful alternative for indoor positioning applications requiring fast and reliable cm-level accuracy with moderate cost when smart illumination infrastructure is available in the environment. MDPI 2020-09-18 /pmc/articles/PMC7570539/ /pubmed/32962138 http://dx.doi.org/10.3390/s20185359 Text en © 2020 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 (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
De-La-Llana-Calvo, Álvaro
Salido-Monzú, David
Lázaro-Galilea, José-Luis
Gardel-Vicente, Alfredo
Bravo-Muñoz, Ignacio
Rubiano-Muriel, Borja
Accuracy and Precision Assessment of AoA-Based Indoor Positioning Systems Using Infrastructure Lighting and a Position-Sensitive Detector
title Accuracy and Precision Assessment of AoA-Based Indoor Positioning Systems Using Infrastructure Lighting and a Position-Sensitive Detector
title_full Accuracy and Precision Assessment of AoA-Based Indoor Positioning Systems Using Infrastructure Lighting and a Position-Sensitive Detector
title_fullStr Accuracy and Precision Assessment of AoA-Based Indoor Positioning Systems Using Infrastructure Lighting and a Position-Sensitive Detector
title_full_unstemmed Accuracy and Precision Assessment of AoA-Based Indoor Positioning Systems Using Infrastructure Lighting and a Position-Sensitive Detector
title_short Accuracy and Precision Assessment of AoA-Based Indoor Positioning Systems Using Infrastructure Lighting and a Position-Sensitive Detector
title_sort accuracy and precision assessment of aoa-based indoor positioning systems using infrastructure lighting and a position-sensitive detector
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7570539/
https://www.ncbi.nlm.nih.gov/pubmed/32962138
http://dx.doi.org/10.3390/s20185359
work_keys_str_mv AT delallanacalvoalvaro accuracyandprecisionassessmentofaoabasedindoorpositioningsystemsusinginfrastructurelightingandapositionsensitivedetector
AT salidomonzudavid accuracyandprecisionassessmentofaoabasedindoorpositioningsystemsusinginfrastructurelightingandapositionsensitivedetector
AT lazarogalileajoseluis accuracyandprecisionassessmentofaoabasedindoorpositioningsystemsusinginfrastructurelightingandapositionsensitivedetector
AT gardelvicentealfredo accuracyandprecisionassessmentofaoabasedindoorpositioningsystemsusinginfrastructurelightingandapositionsensitivedetector
AT bravomunozignacio accuracyandprecisionassessmentofaoabasedindoorpositioningsystemsusinginfrastructurelightingandapositionsensitivedetector
AT rubianomurielborja accuracyandprecisionassessmentofaoabasedindoorpositioningsystemsusinginfrastructurelightingandapositionsensitivedetector