Chen Feng, Huang Nuo, Gong Chen
Opt Express. 2022 Oct 24;30(22):39775-39793. doi: 10.1364/OE.467663.
In this paper, we consider the received signal strength (RSS)-based indoor visible light positioning (VLP) with unknown receiving angle. A novel VLP scheme is proposed by joint estimation of the receiver coordinate and receiver characteristic vector. We equivalently convert the original estimation problem into the problem that maximizes the projection of the RSS vector on the column space spanned by the measurement matrix. The proposed scheme does not require the prior knowledge of receiving coefficient and receiving angle. To further reduce the computational complexity, we also propose an importance sampling (IS) method for solving the VLP problem. Simulation and experimental results demonstrate the robustness of the proposed scheme to the receiving coefficient and receiving angle. Specifically, experimental results show that the proposed VLP scheme achieves a stable positioning accuracy below 7 cm under different receiver tilting angles in a 60 cm × 60 cm × 150 cm space, and is not sensitive to height perturbation.
在本文中,我们考虑接收角度未知的基于接收信号强度(RSS)的室内可见光定位(VLP)。通过联合估计接收器坐标和接收器特征向量,提出了一种新颖的VLP方案。我们将原始估计问题等效地转换为最大化RSS向量在由测量矩阵所张成的列空间上的投影的问题。所提出的方案不需要接收系数和接收角度的先验知识。为了进一步降低计算复杂度,我们还提出了一种重要性采样(IS)方法来解决VLP问题。仿真和实验结果证明了所提方案对接收系数和接收角度的鲁棒性。具体而言,实验结果表明,所提出的VLP方案在60 cm×60 cm×150 cm空间内不同接收器倾斜角度下实现了低于7 cm的稳定定位精度,并且对高度扰动不敏感。