Fingerprint and visible light communication based indoor positioning method

Chuhan Zhao, Hongming Zhang, Jian Song
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引用次数: 11

Abstract

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.
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基于指纹和可见光通信的室内定位方法
本文提出了一种基于指纹和可见光通信的室内定位方法。该方法恢复无线光信道特征,并利用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,提出了一种结合三角剖分和最近邻指纹算法的定位方法。首先,利用三角测量法确定移动终端的可能位置群;然后通过最近邻指纹算法估计移动终端在集群内的最可能位置。仿真结果表明,该方法减少了指纹的计算量,在室内定位中具有较高的精度。
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