可见光通信
混乱的
计算机科学
定位系统
室内定位系统
定位技术
摄动(天文学)
可见光谱
算法
计算机视觉
实时计算
人工智能
发光二极管
工程类
光学
物理
结构工程
加速度计
量子力学
节点(物理)
电气工程
操作系统
作者
Haoqi Wang,Jinpeng Wang,X D Wang,Haojie Wei,Bo Li
标识
DOI:10.1145/3661725.3661754
摘要
To improve the positioning accuracy and efficiency of indoor visible light communication, a new indoor visible light positioning method based on the Chaotic Seagull Optimization Algorithm (CSOA) is proposed in this paper. Firstly, this paper analyzes the advantages and problems of indoor positioning technology based on visible light communication and introduces the current research status of visible light positioning at home and abroad. Secondly, the traditional seagull algorithm is improved by introducing chaotic mapping, improving control parameters, and Logistic chaos perturbation, to improve the speed and accuracy of indoor visible light communication. Moreover, compared with other intelligent algorithms, experimental data show that the visible light positioning accuracy of the improved Seagull algorithm proposed in this paper has been improved. Positioning time will also be reduced. Finally, this paper also summarizes the simulation results. In the future, the parameter and positioning models will be further optimized to improve the stability of visible light positioning.
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