人/动物计数-基于传感器和基于Wifi/机器学习的集成系统

R. Sokullu
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引用次数: 1

摘要

特别是在新冠肺炎疫情影响全球的今天,准确确定进入封闭区域的人数对于采取措施防止疾病传播变得非常重要。该项目使用WiFi信号和红外传感器来确定预定义区域内的人数。为了获得所需的原始数据,系统利用了两个主要原理:人类对WiFi信号强度的影响以及基于距离和LDR传感器的出入口控制。该方法成本低,灵敏度高,误差小。它所基于的简单原则也允许它应用于其他领域,例如牲畜养殖,在这些领域,进入封闭区域的牛的数量可以被计算出来。
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People/Animal Counting – Integrated Sensor Based and Wifi/Machine Learning Based System
Especially with the COVID-19 pandemic, which is affecting the whole world today, accurate determination of the number of people entering a closed area has become very important in terms of measures to be taken against the spread of the disease. This project uses WiFi Signals and IR sensors to determine the number of people in a predefined area. To obtain the required raw data the system utilizes two main principles: the effect of humans on the WiFi signal strength and the entrance-exit control based on distance and LDR sensors. It is a low cost solution with quite good sensitivity and low error level. The simple principles which it is based on allows its application also in other areas like for example livestock farming, where the number of cattle entering a closed area can be counted.
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