有限接收视场下基于rss的可见光定位稳健设计与实验验证

IF 5.3 2区 计算机科学 Q1 TELECOMMUNICATIONS
Nuo Huang;Feng Chen;Changyuan Liu;Yan-Yu Zhang;Yi-Jun Zhu;Chen Gong
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引用次数: 0

摘要

本文提出了一种在有限接收视场条件下基于鲁棒接收信号强度(RSS)的室内可见光定位(VLP)方案。时域位置估计比较复杂,首先对接收到的时域信号进行时频变换,建立等效的频域RSS模型,简化了信号表示和问题求解。为了实现有限接收视场下的鲁棒VLP,在频域RSS矢量的基础上,考虑了接收机坐标、发光二极管(LED)有效性指示矢量、信号相位矢量和接收系数的联合估计。将原估计问题等效转化为有效RSS模向量与有效RSS特征向量夹角最大化的优化问题。实验和仿真结果验证了该方案在有限接收视场下的有效性。实验结果表明,在收发器高度为150 cm的60 cm × 60 cm定位区域内,在有限的接收视场下,VLP方案的定位精度稳定在5 cm以下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Design and Experimental Demonstration of RSS-Based Visible Light Positioning Under Limited Receiving FOV
In this paper, we propose a robust received signal strength (RSS)-based indoor visible light positioning (VLP) scheme under limited receiving field-of-view (FOV). The position estimation in the time domain is complicated, and the time-frequency transform is first performed on the received time-domain signal to establish an equivalent frequency-domain RSS model, which simplifies the signal representation and problem solving. To realize robust VLP under limited receiving FOV, we consider the joint estimation of the receiver coordinate, light emitting diode (LED) validity indicator vector, signal phase vector and receiving coefficient based on the frequency-domain RSS vector. The original estimation problem is equivalently transformed into the optimization problem that maximizes the angle between the valid RSS modulus vector and the valid RSS feature vector. Experimental and simulation results verify the effectiveness of the proposed scheme under limited receiving FOV. Specifically, experimental results show that the proposed VLP scheme achieves a stable positioning accuracy below 5 cm under limited receiving FOV in a 60 cm $\times $ 60 cm positioning region with transceiver height 150 cm.
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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