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Fingerprint and visible light communication based indoor positioning method

机译:基于指纹和可见光通信的室内定位方法

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摘要

In this article, a fingerprint and visible light communication based indoor positioning method is proposed. This method recovers the optical wireless channel features and estimates the location of mobile terminal by these features. In order to reduce the computation complexity of the fingerprint-based positioning method, the proposed method combines triangulation and the nearest neighbor fingerprint algorithm. Firstly, triangulation is used to determine the cluster of probable locations of mobile terminal. The most probable location of mobile terminal within the cluster is then estimated by the nearest neighbor fingerprint algorithm. The simulation results show that the proposed method reduces fingerprint computation and achieves high accuracy in indoor localization.
机译:本文提出了一种基于指纹和可见光通信的室内定位方法。该方法恢复光学无线信道特征,并通过这些特征估计移动终端的位置。为了降低基于指纹的定位方法的计算复杂度,该方法结合了三角剖分和最近邻指纹算法。首先,三角剖分用于确定移动终端可能位置的集群。然后,通过最近的邻居指纹算法来估计移动终端在群集内的最可能的位置。仿真结果表明,该方法减少了指纹的计算,在室内定位中具有较高的精度。

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