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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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 |
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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 |
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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. |
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School of Electrical and Electronic Engineering |
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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 |
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2019 |
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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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1681041761111113728 |