Research on Optimization of Indoor Visible Light Coverage Uniformity Based on EOBL-GA

In the Visible Light Communication (VLC) system, different light source layouts will significantly affect the uniformity of optical power and illumination on the communication plane. To address this problem, this paper proposes a genetic algorithm that introduces Elite Opposition-based Learning (EOBL) to optimize multiple parameters of the LED array. The simulation results show that after optimization, the power uniformity is 0.0167, the illumination uniformity ratio is 87.42%, and the coverage uniformity is improved.

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Publication Details

Published
2024-11-02
DOI
https://doi.org/10.1109/acp/ipoc63121.2024.10809624
Primary Topic
Impact of Light on Environment and Health
Type
article
Field-Weighted Citation Impact
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article

Research on Optimization of Indoor Visible Light Coverage Uniformity Based on EOBL-GA

Yi Yang, Fengtao He, Runan Liu, Shaohui Guo et al.
Impact of Light on Environment and Health
article

Research on Optimization of Indoor Visible Light Coverage Uniformity Based on EOBL-GA

Yi Yang, Fengtao He, Runan Liu, Shaohui Guo, Ruina Wang, Guanping He
article en

Abstract

In the Visible Light Communication (VLC) system, different light source layouts will significantly affect the uniformity of optical power and illumination on the communication plane. To address this problem, this paper proposes a genetic algorithm that introduces Elite Opposition-based Learning (EOBL) to optimize multiple parameters of the LED array. The simulation results show that after optimization, the power uniformity is 0.0167, the illumination uniformity ratio is 87.42%, and the coverage uniformity is improved.

Xi’an University of Posts and Telecommunications (CN)
Sustainable cities and communities
Openalex Percentile: Top 78%
Impact of Light on Environment and Health
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