A Crowd Monitoring Methodology based on the Analysis of the Electromagnetic Spectrum

M. Donelli, G. Espa
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引用次数: 2

Abstract

In this work, a system able to monitor the crowd density detecting mobile phone communications through the analysis of the electromagnetic spectrum is proposed and experimentally assessed. The variations of the electromagnetic spectrum are collected with a low-cost spectrum analyzer, and a high gain log-periodic directive antenna (LPDA). The objective is to relate the spectral power density in a given frequency band to estimate the connections present and the number of people in a given area. In particular, a linear regression estimator, whose parameters have been calculated with the least square method modeled considering experimental data in a controlled environment, permits us to infer the number of customers detected on a given frequency band. The obtained experimental results demonstrated the efficacy of the method, which can be used not only to monitoring the number of people in a given scenario, but it also be used for commercial activities to detect the presence and pervasiveness of different mobile phone companies.
基于电磁波谱分析的人群监测方法
本文提出了一种通过电磁频谱分析来监测手机通信人群密度的系统,并进行了实验评估。利用低成本频谱分析仪和高增益对数周期指令天线(LPDA)采集了电磁波谱的变化。目的是将给定频带内的频谱功率密度联系起来,以估计存在的连接和给定区域内的人数。特别是,线性回归估计器的参数是用最小二乘法计算的,该方法考虑了受控环境中的实验数据,使我们能够推断在给定频段上检测到的客户数量。所获得的实验结果证明了该方法的有效性,该方法不仅可以用于监测给定场景中的人数,还可以用于商业活动,以检测不同移动电话公司的存在和普及程度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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