Research on layout optimization and positioning of LED light source based on visible light communication

Yufang Kang, Jinpeng Wang, Qingxue Yao, Bo Zhang, Li Liu
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Abstract

At present, the research on the light source layout of the indoor visible light communication positioning system mainly focuses on how to improve the indoor positioning accuracy, while ignoring the uniformity of indoor light. In view of this problem, this paper proposes a honeycomb light source layout model based on equilateral triangles, constructs and evaluates the adaptability function related to illuminance uniformity and positioning error, and uses the multi-objective evolution algorithm based on decomposition to optimize the position coordinate information of the LED light source, so as to improve the indoor light uniformity and meet the indoor positioning accuracy on the basis of meeting the indoor lighting standards.
基于可见光通信的LED光源布局优化与定位研究
目前,对室内可见光通信定位系统光源布局的研究主要集中在如何提高室内定位精度上,而忽略了室内光线的均匀性。针对这一问题,本文提出了一种基于等边三角形的蜂窝光源布局模型,构建并评估了与照度均匀度和定位误差相关的适应性函数,并采用基于分解的多目标进化算法对LED光源的位置坐标信息进行了优化。从而在满足室内照明标准的基础上,提高室内光均匀度,满足室内定位精度。
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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