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Indoor Localization System for Mobile Target Tracking Based on Visible Light Communication

机译:基于可见光通信的移动目标跟踪室内定位系统

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In this paper, a positioning system is designed based on the visible light communication (VLC) technology for the tracking of mobile target in the indoor environment. The practical received signal strength (RSS) can be measured for subsequent positioning algorithm by using the designed system. Based on the practical measurements, an empirical equation is proposed to estimate the target's distances relative to the referenced LEDs. Then, taking advantage of the relative distances, the location estimation can be obtained by the trilateration method. Furthermore, Kalman Filter is used for improving the positioning result computed by trilateration method. Finally, experimental results show that the average location errors by adopting the derived empirical formula and trilateration can reach to 3.4cm, and the accuracy of positioning can be promoted to 2.6cm by using Kalman Filter in a real wireless environment.
机译:本文基于可见光通信(VLC)技术设计了一种定位系统,用于在室内环境中跟踪移动目标。通过使用设计的系统,可以针对随后的定位算法测量实际接收的信号强度(RS)。基于实际测量,提出了一种经验方程来估计目标相对于引用的LED的距离。然后,利用相对距离,可以通过三边形方法获得位置估计。此外,卡尔曼滤波器用于改善通过三边方法计算的定位结果。最后,实验结果表明,通过采用衍生的经验公式和三边而达到3.4cm的平均定位误差,通过在真正的无线环境中使用卡尔曼滤波器可以将定位精度升级至2.6cm。

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