估计员
到达角
计算机科学
发光二极管
可见光通信
光电二极管
噪音(视频)
算法
电信
数学
光学
计算机视觉
物理
统计
天线(收音机)
图像(数学)
作者
Kehan Zhang,Zaichen Zhang,Bingcheng Zhu
标识
DOI:10.1109/twc.2023.3291416
摘要
The coordinates of beacon light-emitting diodes (LEDs) are assumed as known prior information in most visible light positioning (VLP) systems. However, such an assumption may be unpractical because the structures of the buildings change unpredictably due to the material aging or the changes of temperature and humidity. Therefore, a periodical update of the LEDs’ coordinates is necessary for accurate VLP. When the number of beacon LEDs increases, the manual measurement becomes too time-consuming and laborious. In this paper, we propose a novel LED coordinates estimator exploiting arbitrary number of angle-of-arrival (AOA) estimators. Each AOA estimator contains several differently oriented photodiodes (PDs) to detect the incident light direction. Considering the PDs’ thermal noises, a closed-form error expression is derived for the proposed LED coordinates estimator. Moreover, AOA estimator selection methods are proposed to detect the AOA estimators of a low signal-to-noise ratio (SNR) and improve the positioning accuracy of the LED coordinates. Analytical and simulation results show centimeter-level positioning accuracy, and verify that the selection methods can reduce the positioning error.
科研通智能强力驱动
Strongly Powered by AbleSci AI