基于IHHO算法的室内可见光灯源布局优化

doi:10.16039/j.cnki.cn22-1249.2023.07.008

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摘要

针对室内可见光通信存在接收功率不平坦、光照度不均匀等问题，提出了一种改进哈里斯鹰优化算法（IHHO）对室内传统四灯源布局的灯源位置信息进行优化。经Matlab R2018b仿真表明，IHHO算法优化的灯源布局功率分布上更均匀，功率方差为0.359dBm，照度范围为368.32lx~665.18lx，照度均匀度为72.25%，均优于原始灯源布局、PSO算法以及HHO算法优化的灯源布局，所以IHHO算法优化的灯源布局优化方法对室内可见光通信有明显的改善效果。

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	李月月
	张慧颖
	卢宇希

关键词: 哈里斯鹰算法自适应权重可见光通信灯源布局 MATLAB

Abstract:

An improved Harris Hawk Optimization Algorithm is proposed to optimize the position information of light sources in traditional indoor four light source layouts, addressing the issues of uneven reception power and uneven illumination in visible light communication. Simulation with Matlab R2018b shows that the optimized light source layout in this paper has a more uniform power distribution, with a power variance of 0.359dBm, an illumination range of 368.32lx~665.18lx, and an illumination uniformity of 72.25%, all of which are better than the original light source layout, PSO algorithm, and HHO algorithm optimized light source layout. Therefore, the proposed light source layout optimization method in this paper has a significant improvement effect on indoor visible light communication.

Key words: harris hawks optimizer algorithm adaptive weight visible light communication lamp source layout MATLAB

出版日期: 2023-07-25 发布日期: 2023-07-25 整期出版日期: 2023-07-25

ZTFLH:

TP301.6

引用本文:

李月月, 张慧颖, 卢宇希. 基于IHHO算法的室内可见光灯源布局优化 [J]. 吉林化工学院学报, 2023, 40(7): 42-47.
LI Yueyue, ZHANG Huiying, LU Yuxi. Optimization of Indoor Visible Light Source Layout based on IHHO Algorithm . Journal of Jilin Institute of Chemical Technology, 2023, 40(7): 42-47.

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http://xuebao.jlict.edu.cn/CN/10.16039/j.cnki.cn22-1249.2023.07.008 或 http://xuebao.jlict.edu.cn/CN/Y2023/V40/I7/42

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