Xu Yihuai, Hu Xin, Sun Yimao, Yang Yanbing, Zhang Lei, Deng Xiong, Chen Liangyin
College of Computer Science, Sichuan University, Chengdu 610065, China.
Center for Information Photonics and Communications, Southwest Jiaotong University, Chengdu 611756, China.
Sensors (Basel). 2022 Sep 21;22(19):7165. doi: 10.3390/s22197165.
Visible light positioning (VLP) has attracted intensive attention from both academic and industrial communities thanks to its high accuracy, immunity to electromagnetic interference, and low deployment cost. In general, the receiver in a VLP system determines its own position by exploring the received signal strength (RSS) from the transmitter according to a pre-built RSS attenuation model. In such model-based methods, the LED's emission power and the receiver's height are usually required known and constant parameters to obtain reasonable positioning accuracy. However, the LED's emission power is normally time-varying due to the fact that the LED's optical output power is prone to changing with the LED's temperature, and the receiver's height is random in a realistic application scenario. To this end, we propose a height-independent three-dimensional (3D) VLP scheme based on the RSS ratio (RSSR), rather than only using RSS. Unlike existing RSS-based VLP methods, our method is able to independently find the horizontal coordinate, i.e., two-dimensional (2D) position, without a priori height information of the receiver, and also avoids the negative effect caused by fluctuation of the LED's emission power. Moreover, we can further infer the height of the receiver to achieve three-dimensional (3D) positioning by iterating the 2D results back into positioning equations. To quickly verify the proposed scheme, we conduct theoretical analysis with mathematical proof and experimental results with real data, which confirm that the proposed scheme can achieve high position accuracy without known information of the receiver's height and LED's emission power. We also implement a VLP prototype with five LED transmitters, and experimental results show that the proposed scheme can achieve very low average errors of 2.73 cm in 2D and 7.20 cm in 3D.
可见光定位(VLP)因其高精度、抗电磁干扰能力以及低部署成本,已引起学术界和工业界的广泛关注。一般来说,VLP系统中的接收器通过根据预先建立的接收信号强度(RSS)衰减模型,探测来自发射器的接收信号强度来确定自身位置。在这种基于模型的方法中,通常要求LED的发射功率和接收器的高度为已知且恒定的参数,以获得合理的定位精度。然而,由于LED的光输出功率容易随其温度变化,LED的发射功率通常是随时间变化的,并且在实际应用场景中,接收器的高度是随机的。为此,我们提出了一种基于RSS比值(RSSR)的与高度无关的三维(3D)VLP方案,而不是仅使用RSS。与现有的基于RSS的VLP方法不同,我们的方法能够在没有接收器先验高度信息的情况下,独立找到水平坐标,即二维(2D)位置,并且还避免了由LED发射功率波动引起的负面影响。此外,我们可以通过将二维结果代入定位方程进行迭代,进一步推断接收器的高度以实现三维(3D)定位。为了快速验证所提出的方案,我们进行了带有数学证明的理论分析和基于真实数据的实验结果,这证实了所提出的方案在没有接收器高度和LED发射功率已知信息的情况下能够实现高精度定位。我们还实现了一个带有五个LED发射器的VLP原型,实验结果表明,所提出的方案在二维中能够实现非常低的平均误差2.73厘米,在三维中为7.20厘米。