北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2023, Vol. 46 ›› Issue (4): 32-39.

• 论文 • 上一篇    下一篇

可见光通信辅助的单光源透视圆线定位算法

包荣珍,朱志宇,杨洋,冯春燕   

  1. 北京邮电大学 信息与通信工程学院
  • 收稿日期:2022-05-30 修回日期:2022-11-02 出版日期:2023-08-28 发布日期:2023-08-24
  • 通讯作者: 杨洋 E-mail:yangyang01@bupt.edu.cn
  • 基金资助:
    国家自然科学基金项目; 江西省科技厅重大科技研发专项项目; 中关村开放实验室概念验证项目; 北京邮电大学研究生创新创业项目

Visible Light Communication Assisted Perspective Circle and Lines Positioning Algorithm Based on A Single Light Source

BAO Rongzhen, ZHU Zhiyu, YANG Yang, FENG Chunyan   

  • Received:2022-05-30 Revised:2022-11-02 Online:2023-08-28 Published:2023-08-24

摘要: 传统可见光定位算法通常需要多个灯源实现定位限制了可见光定位的应用场景针对这一挑战提出了一种可见光通信辅助的单灯源透视圆线定位算法,实现单灯源下的高精度定位首先利用单个圆形发光二极管(LED)作为发送端基于可见光通信将定位信息传输给接收端;然后,利用天花板平面上丰富的线特征和 LED 的圆形特征估计 LED 在相机坐标系中的朝向和坐标;最后结合定位信息实现对接收端的位姿估计解除了对惯性测量单元等辅助设备的依赖所提算法可以在单灯源的场景下接收端使用单个摄像头实现高精度的 3D 定位且无需限制接收端的朝向仿真结果表明LED 半径为 13 cm 使用所提算法可使 95% 以上仿真样本点的定位误差在 10 cm 以内;实验结果表明使用所提算法可使 16 个参考点的定位误差都在 10 cm 以内

关键词: 可见光通信, 可见光定位, 圆形单灯源, 图像传感器

Abstract: Traditional visible light positioning algorithms usually require multiple light sources to achieve positioning, which limits the practical application of visible light positioning. Aiming at the challenge, a visible light communication assisted perspective circle and lines positioning algorithm based on a single light source is proposed to achieve high-precision positioning. First, a single circular emitting diode (LED)is used as the transmitter to transmit the positioning information to the receiver based on visible light communication. Then, the receiver captures the line features of the ceiling plane and the circle feature of the LED to obtain the orientation and coordinate of the LED in the camera coordinate system. Finally, the pose and position of the receiver in the world coordinate system can be obtained according to the positioning information. The proposed algorithm can achieve accurate three dimensions positioning using a single light source and a camera without tilting angle limitation. The simulation results show that when the radius of the LED is 13 cm, the positioning error of more than 95% of the simulated sample points is within 10 cm by using the proposed algorithm. The experimental results show that the positioning errors are within 10 cm by using the proposed algorithm.

Key words: visible light communication ,  visible light positioning , circular single light source , image sensor

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