Pham Ngoc Quan, Rachim Vega Pradana, Chung Wan-Young
Opt Express. 2019 Mar 4;27(5):7568-7584. doi: 10.1364/OE.27.007568.
In this study, a novel high-precision positioning algorithm was proposed by using Visible Light Communication (VLC) with only a simple and single receiver. The received voltage-level difference with multi-level modulation was adopted as the input variable, in order to minimize the negative consequences of noise. Then, the relationship between the received voltage-level difference, noise, and position was developed based on the optical propagation model. The minimum mean squares error algorithm and extended-Kalman filter was employed in order to improve the accuracy of the optical model and achieve high performance. Using the developed algorithm, high-accuracy results with a 0.9 cm average position error in the simulation and 2.56 cm average position error in the practical experiments were obtained.
在本研究中,提出了一种仅使用简单单接收器的可见光通信(VLC)的新型高精度定位算法。采用具有多级调制的接收电压电平差作为输入变量,以最小化噪声的负面影响。然后,基于光传播模型建立了接收电压电平差、噪声与位置之间的关系。采用最小均方误差算法和扩展卡尔曼滤波器,以提高光学模型的精度并实现高性能。使用所开发的算法,在模拟中获得了平均位置误差为0.9厘米的高精度结果,在实际实验中获得了平均位置误差为2.56厘米的高精度结果。