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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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/ |
work_keys_str_mv |
AT ayeshanaz pdoabasedindoorpositioningusingvisiblelightcommunication AT hafizmasif pdoabasedindoorpositioningusingvisiblelightcommunication AT tariqumer pdoabasedindoorpositioningusingvisiblelightcommunication AT byungseokim pdoabasedindoorpositioningusingvisiblelightcommunication |
_version_ |
1724194516716486656 |