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基于功率谱密度的可见光通信系统中多址接入歧视技术分析

Analysis of Multiple-Access Discrimination Techniques for the Development of a PSD-Based VLP System.

作者信息

De-La-Llana-Calvo Álvaro, Lázaro-Galilea José-Luis, Gardel-Vicente Alfredo, Rodríguez-Navarro David, Rubiano-Muriel Borja, Bravo-Muñoz Ignacio

机构信息

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

出版信息

Sensors (Basel). 2020 Mar 19;20(6):1717. doi: 10.3390/s20061717.

Abstract

There are several technologies and techniques available when developing indoor positioning systems (IPS). Recently, the development of positioning systems based on optical signals has aroused great interest, mainly those using visible light from the lighting infrastructure. In this work, we analyze which techniques give better results to lay the foundations for the development of a Visible Light Positioning system (VLP). Working only with a receiver, it is analyzed what the result of determining the position of different emitters is when they emit simultaneously and without any synchronism. The results obtained by Frequency Division Multiple Access (FDMA) (with digital bandpass filters, I/Q demodulation, and FFT) and Code Division Multiple Access (CDMA) are compared. The interference between signals when emitted simultaneously from multiple emitters is analyzed as well as the errors they cause and how these effects can be mitigated. As a result of the research, the advantages and disadvantages using different multiple-access determination techniques are determined. In addition, advantages and disadvantages of using FDMA and CDMA techniques as well as hardware requirements that make one more feasible than the other are presented. The system behavior, in terms of errors, is established using FDMA and different configurations such as: I/Q, RMS, or FFT. The work also determines the error rates that can be obtained with the different FDMA and CDMA configurations, considering different error scenarios and integration time. Synthetic emulations and empirical tests were performed, which concluded that IPS systems based on optical signals and PSD sensors can achieve very high measurement accuracies and a high measurement rate. Obtained positioning errors in a room of 3 m height are less than 1 cm when working in noisy environments.

摘要

在开发室内定位系统(IPS)时,有多种技术和方法可供使用。最近,基于光信号的定位系统的开发引起了极大的兴趣,主要是那些利用照明基础设施发出的可见光的系统。在这项工作中,我们分析哪些技术能产生更好的结果,为可见光定位系统(VLP)的开发奠定基础。仅使用一个接收器,分析了不同发射器同时且无任何同步发射时确定其位置的结果。比较了通过频分多址(FDMA)(使用数字带通滤波器、I/Q解调以及快速傅里叶变换(FFT))和码分多址(CDMA)获得的结果。分析了多个发射器同时发射时信号之间的干扰以及它们所导致的误差,以及如何减轻这些影响。作为研究结果,确定了使用不同多址确定技术的优缺点。此外,还介绍了使用FDMA和CDMA技术的优缺点以及使其中一种比另一种更可行的硬件要求。使用FDMA和不同配置(如I/Q、均方根(RMS)或FFT)确定了系统在误差方面的行为。该工作还确定了在不同的FDMA和CDMA配置下,考虑不同误差场景和积分时间时可获得的错误率。进行了综合仿真和实证测试,结果表明基于光信号和位置敏感探测器(PSD)传感器的IPS系统可以实现非常高的测量精度和高测量速率。在嘈杂环境中工作时,在3米高的房间内获得的定位误差小于1厘米。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1a9/7146759/a9f000e4636a/sensors-20-01717-g0A1a.jpg

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