PDOA Based Indoor Positioning Using Visible Light Communication

A novel indoor positioning algorithm with improved location accuracy is proposed for visible light communication system. The novelty of the positioning algorithm lies in a hybrid approach of making use of both frequency and variable phase of the transmitted signal. The algorithm has the capability o...

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Main Authors: Ayesha Naz, Hafiz M. Asif, Tariq Umer, Byung-Seo Kim
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8272365/
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spelling doaj-ce88292f4b3a4a74ad679e50e8e290142021-03-29T20:36:39ZengIEEEIEEE Access2169-35362018-01-0167557756410.1109/ACCESS.2018.27966238272365PDOA Based Indoor Positioning Using Visible Light CommunicationAyesha Naz0Hafiz M. Asif1Tariq Umer2Byung-Seo Kim3https://orcid.org/0000-0001-9824-1950Department of Electrical Engineering, COMSATS Institute of Information Technology at Lahore, Lahore, PakistanDepartment of Electrical Engineering, COMSATS Institute of Information Technology at Lahore, Lahore, PakistanDepartment of Computer Science, COMSATS Institute of Information Technology at Wah Cantt, Wah Cantt, PakistanDepartment of Computer and Information Communication Engineering, Hongik University, Seoul, South KoreaA novel indoor positioning algorithm with improved location accuracy is proposed for visible light communication system. The novelty of the positioning algorithm lies in a hybrid approach of making use of both frequency and variable phase of the transmitted signal. The algorithm has the capability of estimating the position of an object with localization error in millimeters when the signal passes through an optical channel. The LEDs are modulated at very high frequencies. The simulation results demonstrate that the positioning error is reasonably reduced compared with other existing approaches (algorithms). Unlike existing work, the current work also evaluates the performance of the positioning algorithm in the presence of different noise distributions and shows that 1-2 cm positioning accuracy can be achieved in the presence of the noise. Finally, multiple potential applications are discussed in which the proposed positioning scheme can be deployed.https://ieeexplore.ieee.org/document/8272365/Visible light communicationvariable phasetime difference of arrivalindoor positioningoptical channel
collection DOAJ
language English
format Article
sources DOAJ
author Ayesha Naz
Hafiz M. Asif
Tariq Umer
Byung-Seo Kim
spellingShingle Ayesha Naz
Hafiz M. Asif
Tariq Umer
Byung-Seo Kim
PDOA Based Indoor Positioning Using Visible Light Communication
IEEE Access
Visible light communication
variable phase
time difference of arrival
indoor positioning
optical channel
author_facet Ayesha Naz
Hafiz M. Asif
Tariq Umer
Byung-Seo Kim
author_sort Ayesha Naz
title PDOA Based Indoor Positioning Using Visible Light Communication
title_short PDOA Based Indoor Positioning Using Visible Light Communication
title_full PDOA Based Indoor Positioning Using Visible Light Communication
title_fullStr PDOA Based Indoor Positioning Using Visible Light Communication
title_full_unstemmed PDOA Based Indoor Positioning Using Visible Light Communication
title_sort pdoa based indoor positioning using visible light communication
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description A novel indoor positioning algorithm with improved location accuracy is proposed for visible light communication system. The novelty of the positioning algorithm lies in a hybrid approach of making use of both frequency and variable phase of the transmitted signal. The algorithm has the capability of estimating the position of an object with localization error in millimeters when the signal passes through an optical channel. The LEDs are modulated at very high frequencies. The simulation results demonstrate that the positioning error is reasonably reduced compared with other existing approaches (algorithms). Unlike existing work, the current work also evaluates the performance of the positioning algorithm in the presence of different noise distributions and shows that 1-2 cm positioning accuracy can be achieved in the presence of the noise. Finally, multiple potential applications are discussed in which the proposed positioning scheme can be deployed.
topic Visible light communication
variable phase
time difference of arrival
indoor positioning
optical channel
url https://ieeexplore.ieee.org/document/8272365/
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AT hafizmasif pdoabasedindoorpositioningusingvisiblelightcommunication
AT tariqumer pdoabasedindoorpositioningusingvisiblelightcommunication
AT byungseokim pdoabasedindoorpositioningusingvisiblelightcommunication
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