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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:本文设计了一种基于可见光通信(VLC)技术的定位系统,用于在室内环境中跟踪移动目标。通过使用设计的系统,可以为后续的定位算法测量实际的接收信号强度(RSS)。在实际测量的基础上,提出了一个经验公式来估算目标相对于参考LED的距离。然后,利用相对距离,可以通过三边测量法获得位置估计。此外,卡尔曼滤波器用于改善通过三边测量法计算得到的定位结果。最后,实验结果表明,采用导出的经验公式和三边测量法,平均定位误差可以达到3.4cm,在真实的无线环境中使用卡尔曼滤波器可以将定位精度提高到2.6cm。

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