Accurate indoor visible light positioning method using four LEDs and a smartphone camera

IF 3.1 3区 物理与天体物理 Q2 Engineering
Optik Pub Date : 2025-04-25 DOI:10.1016/j.ijleo.2025.172346
Kheira Amari, Mokhtar Keche
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引用次数: 0

Abstract

Indoor visible light location using a smartphone camera as a receiver has recently acquired popularity due to its advantages, particularly its high accuracy of localization when compared to other techniques. Even if it has been the object of several works, research on this topic is still going on, in order to meet the requirements of indoor positioning mobile applications. In this research, we propose a complete accurate positioning method based on a camera model and a minimization algorithm that uses four Light emitting diode (LEDs) to estimate the smartphone’s arbitrary position. The critical process of identifying the pictures of the LEDs in the image plane is also addressed. The proposed method has the advantage of achieving high positioning accuracy even when the smartphone is tilted, without the need of an additional sensor. Various experiments were carried out to evaluate the performance of the proposed method in various positions of the smartphone. The results reveal that even when the smartphone is tilted, this method achieves an excellent positioning mean accuracy, which is better than 2 cm.
使用四个led和一个智能手机摄像头的精确室内可见光定位方法
使用智能手机相机作为接收器的室内可见光定位最近因其优势而受到欢迎,特别是与其他技术相比,其定位精度高。即使已经有了几部作品的研究对象,为了满足室内定位移动应用的要求,这个课题的研究还在继续。在本研究中,我们提出了一种基于相机模型和最小化算法的完整精确定位方法,该算法使用四个发光二极管(led)来估计智能手机的任意位置。在图像平面中识别led图像的关键过程也得到了解决。该方法的优点是,即使在智能手机倾斜的情况下,也能实现较高的定位精度,而不需要额外的传感器。进行了各种实验来评估所提出的方法在智能手机不同位置的性能。结果表明,即使在智能手机倾斜的情况下,该方法也能获得良好的定位平均精度,优于2厘米。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Optik
Optik 物理-光学
CiteScore
6.90
自引率
12.90%
发文量
1471
审稿时长
46 days
期刊介绍: Optik publishes articles on all subjects related to light and electron optics and offers a survey on the state of research and technical development within the following fields: Optics: -Optics design, geometrical and beam optics, wave optics- Optical and micro-optical components, diffractive optics, devices and systems- Photoelectric and optoelectronic devices- Optical properties of materials, nonlinear optics, wave propagation and transmission in homogeneous and inhomogeneous materials- Information optics, image formation and processing, holographic techniques, microscopes and spectrometer techniques, and image analysis- Optical testing and measuring techniques- Optical communication and computing- Physiological optics- As well as other related topics.
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