Demonstration of a low-complexity indoor visible light positioning system using an enhanced TDOA scheme

In this paper, a low-complexity time-difference-of-arrival (TDOA) based indoor visible light positioning (VLP) system using an enhanced practical localization scheme based on cross correlation is proposed and experimentally demonstrated. The proposed TDOA scheme offers two advantages: 1) the use of...

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Main Authors: Du, Pengfei, Zhang, Sheng, Chen, Chen, Alphones, Arokiaswami, Zhong, Wen-De
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2019
Subjects:
Online Access:https://hdl.handle.net/10356/105690
http://hdl.handle.net/10220/49563
http://dx.doi.org/10.1109/JPHOT.2018.2841831
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1056902019-12-06T21:55:51Z Demonstration of a low-complexity indoor visible light positioning system using an enhanced TDOA scheme Du, Pengfei Zhang, Sheng Chen, Chen Alphones, Arokiaswami Zhong, Wen-De School of Electrical and Electronic Engineering Visible Light Communication (VLC) Visible Light Positioning (VLP) Engineering::Electrical and electronic engineering In this paper, a low-complexity time-difference-of-arrival (TDOA) based indoor visible light positioning (VLP) system using an enhanced practical localization scheme based on cross correlation is proposed and experimentally demonstrated. The proposed TDOA scheme offers two advantages: 1) the use of virtual local oscillator to replace the real local oscillator for cross correlation at the receiver side so as to reduce the hardware complexity; 2) the application of cubic spline interpolation on the correlation function to reduce the rigorous requirement on the sampling rate and to enhance the time-resolution of cross correlation. In order to achieve the high positioning accuracy with minimum implementation complexity, parameter optimization is first performed in terms of sampling rate, interpolation factor, and data length for correlation. Using the obtained optimal parameters, we demonstrate a lowcomplexity indoor two-dimensional VLP system using the correlation-based TDOA scheme in a coverage area of 1.2 × 1.2 m 2 with a height of 2 m. The experimental results validate the feasibility of the proposed TDOA scheme, and an average positioning accuracy of 9.2 cm is achieved with a sampling rate of 500 MSa/s, an interpolation factor of 100 and a data length of 250 k samples. NRF (Natl Research Foundation, S’pore) Published version 2019-08-06T08:37:56Z 2019-12-06T21:55:51Z 2019-08-06T08:37:56Z 2019-12-06T21:55:51Z 2018 Journal Article Du, P., Zhang, S., Chen, C., Alphones, A., & Zhong, W.-D. (2018). Demonstration of a low-complexity indoor visible light positioning system using an enhanced TDOA scheme. IEEE Photonics Journal, 10(4), 7905110-. doi:10.1109/JPHOT.2018.2841831 1943-0655 https://hdl.handle.net/10356/105690 http://hdl.handle.net/10220/49563 http://dx.doi.org/10.1109/JPHOT.2018.2841831 en IEEE Photonics Journal © 2018 IEEE. Translations and content mining are permitted for academic research only. Personal use is also permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information. 10 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Visible Light Communication (VLC)
Visible Light Positioning (VLP)
Engineering::Electrical and electronic engineering
spellingShingle Visible Light Communication (VLC)
Visible Light Positioning (VLP)
Engineering::Electrical and electronic engineering
Du, Pengfei
Zhang, Sheng
Chen, Chen
Alphones, Arokiaswami
Zhong, Wen-De
Demonstration of a low-complexity indoor visible light positioning system using an enhanced TDOA scheme
description In this paper, a low-complexity time-difference-of-arrival (TDOA) based indoor visible light positioning (VLP) system using an enhanced practical localization scheme based on cross correlation is proposed and experimentally demonstrated. The proposed TDOA scheme offers two advantages: 1) the use of virtual local oscillator to replace the real local oscillator for cross correlation at the receiver side so as to reduce the hardware complexity; 2) the application of cubic spline interpolation on the correlation function to reduce the rigorous requirement on the sampling rate and to enhance the time-resolution of cross correlation. In order to achieve the high positioning accuracy with minimum implementation complexity, parameter optimization is first performed in terms of sampling rate, interpolation factor, and data length for correlation. Using the obtained optimal parameters, we demonstrate a lowcomplexity indoor two-dimensional VLP system using the correlation-based TDOA scheme in a coverage area of 1.2 × 1.2 m 2 with a height of 2 m. The experimental results validate the feasibility of the proposed TDOA scheme, and an average positioning accuracy of 9.2 cm is achieved with a sampling rate of 500 MSa/s, an interpolation factor of 100 and a data length of 250 k samples.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Du, Pengfei
Zhang, Sheng
Chen, Chen
Alphones, Arokiaswami
Zhong, Wen-De
format Article
author Du, Pengfei
Zhang, Sheng
Chen, Chen
Alphones, Arokiaswami
Zhong, Wen-De
author_sort Du, Pengfei
title Demonstration of a low-complexity indoor visible light positioning system using an enhanced TDOA scheme
title_short Demonstration of a low-complexity indoor visible light positioning system using an enhanced TDOA scheme
title_full Demonstration of a low-complexity indoor visible light positioning system using an enhanced TDOA scheme
title_fullStr Demonstration of a low-complexity indoor visible light positioning system using an enhanced TDOA scheme
title_full_unstemmed Demonstration of a low-complexity indoor visible light positioning system using an enhanced TDOA scheme
title_sort demonstration of a low-complexity indoor visible light positioning system using an enhanced tdoa scheme
publishDate 2019
url https://hdl.handle.net/10356/105690
http://hdl.handle.net/10220/49563
http://dx.doi.org/10.1109/JPHOT.2018.2841831
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