Cargando…

Impact of Transmitter Positioning and Orientation Uncertainty on RSS-Based Visible Light Positioning Accuracy †

This paper present simulation-based results on the impact of transmitter (Tx) position and orientation uncertainty on the accuracy of the visible light positioning (VLP) system based on the received signal strength (RSS). There are several constraining factors for RSS-based algorithms, particularly...

Descripción completa

Detalles Bibliográficos
Autores principales: Chaudhary, Neha, Alves, Luis Nero, Ghassemlooy, Zabih
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123629/
https://www.ncbi.nlm.nih.gov/pubmed/33925300
http://dx.doi.org/10.3390/s21093044
_version_ 1783692963051732992
author Chaudhary, Neha
Alves, Luis Nero
Ghassemlooy, Zabih
author_facet Chaudhary, Neha
Alves, Luis Nero
Ghassemlooy, Zabih
author_sort Chaudhary, Neha
collection PubMed
description This paper present simulation-based results on the impact of transmitter (Tx) position and orientation uncertainty on the accuracy of the visible light positioning (VLP) system based on the received signal strength (RSS). There are several constraining factors for RSS-based algorithms, particularly due to multipath channel characteristics and set-up uncertainties. The impact of Tx uncertainties on positioning error performance is studied, assuming a statistical modelling of the uncertainties. Simulation results show that the Tx uncertainties have a severe impact on the positioning error, which can be leveraged through the usage of more transmitters. Concerning a smaller Tx’s position uncertainty of 5 cm, the average positioning errors are 23.3, 15.1, and 13.2 cm with the standard deviation values of 6.4, 4.1, and 2.7 cm for 4-, 9-, and 16-Tx cases, respectively. While for a smaller Tx’ orientation uncertainty of 5°, the average positioning errors are 31.9, 20.6, and 17 cm with standard deviation values of 9.2, 6.3, and 3.9 cm for 4-, 9-, and 16-Tx cases, respectively.
format Online
Article
Text
id pubmed-8123629
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-81236292021-05-16 Impact of Transmitter Positioning and Orientation Uncertainty on RSS-Based Visible Light Positioning Accuracy † Chaudhary, Neha Alves, Luis Nero Ghassemlooy, Zabih Sensors (Basel) Article This paper present simulation-based results on the impact of transmitter (Tx) position and orientation uncertainty on the accuracy of the visible light positioning (VLP) system based on the received signal strength (RSS). There are several constraining factors for RSS-based algorithms, particularly due to multipath channel characteristics and set-up uncertainties. The impact of Tx uncertainties on positioning error performance is studied, assuming a statistical modelling of the uncertainties. Simulation results show that the Tx uncertainties have a severe impact on the positioning error, which can be leveraged through the usage of more transmitters. Concerning a smaller Tx’s position uncertainty of 5 cm, the average positioning errors are 23.3, 15.1, and 13.2 cm with the standard deviation values of 6.4, 4.1, and 2.7 cm for 4-, 9-, and 16-Tx cases, respectively. While for a smaller Tx’ orientation uncertainty of 5°, the average positioning errors are 31.9, 20.6, and 17 cm with standard deviation values of 9.2, 6.3, and 3.9 cm for 4-, 9-, and 16-Tx cases, respectively. MDPI 2021-04-27 /pmc/articles/PMC8123629/ /pubmed/33925300 http://dx.doi.org/10.3390/s21093044 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chaudhary, Neha
Alves, Luis Nero
Ghassemlooy, Zabih
Impact of Transmitter Positioning and Orientation Uncertainty on RSS-Based Visible Light Positioning Accuracy †
title Impact of Transmitter Positioning and Orientation Uncertainty on RSS-Based Visible Light Positioning Accuracy †
title_full Impact of Transmitter Positioning and Orientation Uncertainty on RSS-Based Visible Light Positioning Accuracy †
title_fullStr Impact of Transmitter Positioning and Orientation Uncertainty on RSS-Based Visible Light Positioning Accuracy †
title_full_unstemmed Impact of Transmitter Positioning and Orientation Uncertainty on RSS-Based Visible Light Positioning Accuracy †
title_short Impact of Transmitter Positioning and Orientation Uncertainty on RSS-Based Visible Light Positioning Accuracy †
title_sort impact of transmitter positioning and orientation uncertainty on rss-based visible light positioning accuracy †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123629/
https://www.ncbi.nlm.nih.gov/pubmed/33925300
http://dx.doi.org/10.3390/s21093044
work_keys_str_mv AT chaudharyneha impactoftransmitterpositioningandorientationuncertaintyonrssbasedvisiblelightpositioningaccuracy
AT alvesluisnero impactoftransmitterpositioningandorientationuncertaintyonrssbasedvisiblelightpositioningaccuracy
AT ghassemlooyzabih impactoftransmitterpositioningandorientationuncertaintyonrssbasedvisiblelightpositioningaccuracy