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使用多个基础设施照明聚光灯和一个位置敏感探测器的室内定位系统中智能体定位的准确性和精确性

Accuracy and Precision of Agents Orientation in an Indoor Positioning System Using Multiple Infrastructure Lighting Spotlights and a PSD Sensor.

作者信息

De-La-Llana-Calvo Álvaro, Lázaro-Galilea José Luis, Alcázar-Fernández Aitor, Gardel-Vicente Alfredo, Bravo-Muñoz Ignacio, Iamnitchi Andreea

机构信息

Department of Applied Mathematics, Materials Science and Engineering and Electronic Technology, Rey Juan Carlos University, 28933 Móstoles, Madrid, Spain.

Department of Electronics, University of Alcalá, 28801 Alcalá de Henares, Madrid, Spain.

出版信息

Sensors (Basel). 2022 Apr 9;22(8):2882. doi: 10.3390/s22082882.

Abstract

In indoor localization there are applications in which the orientation of the agent to be located is as important as knowing the position. In this paper we present the results of the orientation estimation from a local positioning system based on position-sensitive device (PSD) sensors and the visible light emitted from the illumination of the room in which it is located. The orientation estimation will require that the PSD sensor receives signal from either 2 or 4 light sources simultaneously. As will be shown in the article, the error determining the rotation angle of the agent with the on-board sensor is less than 0.2 degrees for two emitters. On the other hand, by using 4 light sources the three Euler rotation angles are determined, with mean errors in the measurements smaller than 0.35° for the x- and y-axis and 0.16° for the z-axis. The accuracy of the measurement has been evaluated experimentally in a 2.5 m-high ceiling room over an area of 2.2 m2 using geodetic measurement tools to establish the reference ground truth values.

摘要

在室内定位中,存在一些应用,其中待定位主体的方向与知道位置同样重要。在本文中,我们展示了基于位置敏感探测器(PSD)传感器以及所在房间照明发出的可见光的局部定位系统的方向估计结果。方向估计要求PSD传感器同时接收来自2个或4个光源的信号。如本文所示,对于两个发射器,使用车载传感器确定主体旋转角度的误差小于0.2度。另一方面,通过使用4个光源,可以确定三个欧拉旋转角度,测量中x轴和y轴的平均误差小于0.35°,z轴的平均误差小于0.16°。使用大地测量工具建立参考地面真值,在一个天花板高2.5米、面积为2.2平方米的房间内通过实验评估了测量精度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a785/9025462/2dadf016a686/sensors-22-02882-g001.jpg

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