Analysis of Multiple-Access Discrimination Techniques for the Development of a PSD-Based VLP System

There are several technologies and techniques available when developing indoor positioning systems (IPS). Recently, the development of positioning systems based on optical signals has aroused great interest, mainly those using visible light from the lighting infrastructure. In this work, we analyze...

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Main Authors: Álvaro De-La-Llana-Calvo, José-Luis Lázaro-Galilea, Alfredo Gardel-Vicente, David Rodríguez-Navarro, Borja Rubiano-Muriel, Ignacio Bravo-Muñoz
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/6/1717
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spelling doaj-9b2ca0a201ef48dfb9e7311e68d796de2020-11-25T02:01:59ZengMDPI AGSensors1424-82202020-03-01206171710.3390/s20061717s20061717Analysis of Multiple-Access Discrimination Techniques for the Development of a PSD-Based VLP SystemÁlvaro De-La-Llana-Calvo0José-Luis Lázaro-Galilea1Alfredo Gardel-Vicente2David Rodríguez-Navarro3Borja Rubiano-Muriel4Ignacio Bravo-Muñoz5Department of Electronics, University of Alcalá, Alcalá de Henares, 28801 Madrid, SpainDepartment of Electronics, University of Alcalá, Alcalá de Henares, 28801 Madrid, SpainDepartment of Electronics, University of Alcalá, Alcalá de Henares, 28801 Madrid, SpainDepartment of Electronics, University of Alcalá, Alcalá de Henares, 28801 Madrid, SpainDepartment of Electronics, University of Alcalá, Alcalá de Henares, 28801 Madrid, SpainDepartment of Electronics, University of Alcalá, Alcalá de Henares, 28801 Madrid, SpainThere are several technologies and techniques available when developing indoor positioning systems (IPS). Recently, the development of positioning systems based on optical signals has aroused great interest, mainly those using visible light from the lighting infrastructure. In this work, we analyze which techniques give better results to lay the foundations for the development of a Visible Light Positioning system (VLP). Working only with a receiver, it is analyzed what the result of determining the position of different emitters is when they emit simultaneously and without any synchronism. The results obtained by Frequency Division Multiple Access (FDMA) (with digital bandpass filters, I/Q demodulation, and FFT) and Code Division Multiple Access (CDMA) are compared. The interference between signals when emitted simultaneously from multiple emitters is analyzed as well as the errors they cause and how these effects can be mitigated. As a result of the research, the advantages and disadvantages using different multiple-access determination techniques are determined. In addition, advantages and disadvantages of using FDMA and CDMA techniques as well as hardware requirements that make one more feasible than the other are presented. The system behavior, in terms of errors, is established using FDMA and different configurations such as: I/Q, RMS, or FFT. The work also determines the error rates that can be obtained with the different FDMA and CDMA configurations, considering different error scenarios and integration time. Synthetic emulations and empirical tests were performed, which concluded that IPS systems based on optical signals and PSD sensors can achieve very high measurement accuracies and a high measurement rate. Obtained positioning errors in a room of 3 m height are less than 1 cm when working in noisy environments.https://www.mdpi.com/1424-8220/20/6/1717visible light positioning (vlp)psd sensormultiagentcdmafdmaoptical signal
collection DOAJ
language English
format Article
sources DOAJ
author Álvaro De-La-Llana-Calvo
José-Luis Lázaro-Galilea
Alfredo Gardel-Vicente
David Rodríguez-Navarro
Borja Rubiano-Muriel
Ignacio Bravo-Muñoz
spellingShingle Álvaro De-La-Llana-Calvo
José-Luis Lázaro-Galilea
Alfredo Gardel-Vicente
David Rodríguez-Navarro
Borja Rubiano-Muriel
Ignacio Bravo-Muñoz
Analysis of Multiple-Access Discrimination Techniques for the Development of a PSD-Based VLP System
Sensors
visible light positioning (vlp)
psd sensor
multiagent
cdma
fdma
optical signal
author_facet Álvaro De-La-Llana-Calvo
José-Luis Lázaro-Galilea
Alfredo Gardel-Vicente
David Rodríguez-Navarro
Borja Rubiano-Muriel
Ignacio Bravo-Muñoz
author_sort Álvaro De-La-Llana-Calvo
title Analysis of Multiple-Access Discrimination Techniques for the Development of a PSD-Based VLP System
title_short Analysis of Multiple-Access Discrimination Techniques for the Development of a PSD-Based VLP System
title_full Analysis of Multiple-Access Discrimination Techniques for the Development of a PSD-Based VLP System
title_fullStr Analysis of Multiple-Access Discrimination Techniques for the Development of a PSD-Based VLP System
title_full_unstemmed Analysis of Multiple-Access Discrimination Techniques for the Development of a PSD-Based VLP System
title_sort analysis of multiple-access discrimination techniques for the development of a psd-based vlp system
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-03-01
description There are several technologies and techniques available when developing indoor positioning systems (IPS). Recently, the development of positioning systems based on optical signals has aroused great interest, mainly those using visible light from the lighting infrastructure. In this work, we analyze which techniques give better results to lay the foundations for the development of a Visible Light Positioning system (VLP). Working only with a receiver, it is analyzed what the result of determining the position of different emitters is when they emit simultaneously and without any synchronism. The results obtained by Frequency Division Multiple Access (FDMA) (with digital bandpass filters, I/Q demodulation, and FFT) and Code Division Multiple Access (CDMA) are compared. The interference between signals when emitted simultaneously from multiple emitters is analyzed as well as the errors they cause and how these effects can be mitigated. As a result of the research, the advantages and disadvantages using different multiple-access determination techniques are determined. In addition, advantages and disadvantages of using FDMA and CDMA techniques as well as hardware requirements that make one more feasible than the other are presented. The system behavior, in terms of errors, is established using FDMA and different configurations such as: I/Q, RMS, or FFT. The work also determines the error rates that can be obtained with the different FDMA and CDMA configurations, considering different error scenarios and integration time. Synthetic emulations and empirical tests were performed, which concluded that IPS systems based on optical signals and PSD sensors can achieve very high measurement accuracies and a high measurement rate. Obtained positioning errors in a room of 3 m height are less than 1 cm when working in noisy environments.
topic visible light positioning (vlp)
psd sensor
multiagent
cdma
fdma
optical signal
url https://www.mdpi.com/1424-8220/20/6/1717
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