Three-dimensional visible light positioning through fisheye camera

Abstract Visible light can be utilized to achieve indoor high-precision positioning. However, most visible light positioning (VLP) systems only achieve two-dimensional (2D) positioning and require a dense LED layout as the transmitter. Therefore, we propose a novel three-dimensional (3D) visible light indoor positioning system, which uses the fisheye camera as the receiver, designs an LED width comparison method to reduce the requirement of LED density, and realizes 3D positioning. When images captured by the fisheye camera distort, we use the checkerboard calibration method to correct the distortion parameters of the fisheye camera. The parameters can be used to improve the impact of image distortion on the positioning effect. For the LED width comparison method, we set up a discrete height-width database, fit a curve between height and LED width, and calculate the receiver height according to the linear relationship. Extensive results show that the positioning system can achieve a 3D positioning with 9.66cm average error.

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Publication Details

Journal
Journal of Physics Conference Series
Published
2024-10-01
DOI
https://doi.org/10.1088/1742-6596/2880/1/012006
Primary Topic
Optical Wireless Communication Technologies
Type
article
Field-Weighted Citation Impact
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article

Three-dimensional visible light positioning through fisheye camera

Xiangyu Liu, Junqi Zhang, Liqin Zhao, Lei Guo
Journal of Physics Conference Series
Optical Wireless Communication Technologies
article

Three-dimensional visible light positioning through fisheye camera

Xiangyu Liu, Junqi Zhang, Liqin Zhao, Lei Guo
article en

Abstract

Abstract Visible light can be utilized to achieve indoor high-precision positioning. However, most visible light positioning (VLP) systems only achieve two-dimensional (2D) positioning and require a dense LED layout as the transmitter. Therefore, we propose a novel three-dimensional (3D) visible light indoor positioning system, which uses the fisheye camera as the receiver, designs an LED width comparison method to reduce the requirement of LED density, and realizes 3D positioning. When images captured by the fisheye camera distort, we use the checkerboard calibration method to correct the distortion parameters of the fisheye camera. The parameters can be used to improve the impact of image distortion on the positioning effect. For the LED width comparison method, we set up a discrete height-width database, fit a curve between height and LED width, and calculate the receiver height according to the linear relationship. Extensive results show that the positioning system can achieve a 3D positioning with 9.66cm average error.

Journal of Physics Conference SeriesVol. 2880(1)
Chongqing University of Posts and Telecommunications (CN), Shenyang Ligong University (CN)
Openalex Percentile: Top 83%
Optical Wireless Communication Technologies
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Three-dimensional visible light positioning through fisheye camera — Xiangyu Liu, Junqi Zhang, et al. · Journal of Physics Conference Series (2024) | TGRS Research Map | TGRS