Effect of People around User to WLAN Indoor Positioning System Accuracy

Firdaus, Noor Azurati Ahmad, S. Sahibuddin
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引用次数: 5

Abstract

The ability to check the location of people or mobile devices (MD) in indoor environment has a large number of application. Indoor Positioning System (IPS) utilizes many existing technologies such as radio frequencies, magnetic fields, acoustic signals, thermal, optical or other sensors. WLAN IPS become one of the most favorite solutions because it is already widely exist and provide good accuracy. Fingerprint is one of the methods in WLAN IPS. The performance of this method is greatly affected by received signal strength indicator (RSSI). In fact RSSI value is very dynamic and influenced by environmental conditions inside the room such as walls, ceiling and also human presence. This paper presented an experiment to explore the effect of many people around MD to the RSSI and position error of IPS. People around MD at certain distance and position will be barrier for WLAN signal, therefore the RSSI will decrease. The average of position error because of that effect is 11.34 meter.
用户周围人群对无线局域网室内定位系统精度的影响
在室内环境中检测人或移动设备(MD)位置的能力具有大量的应用。室内定位系统(IPS)利用许多现有的技术,如射频、磁场、声信号、热、光或其他传感器。由于WLAN IPS已经广泛存在,并且具有良好的准确性,因此成为最受欢迎的解决方案之一。指纹是WLAN入侵防御的一种方法。该方法的性能受接收信号强度指标(RSSI)的影响较大。事实上,RSSI值是非常动态的,并受到室内环境条件的影响,如墙壁,天花板和人的存在。本文通过实验探讨了MD周围人多对IPS的RSSI和位置误差的影响。MD周围一定距离和位置的人会成为WLAN信号的屏障,因此RSSI会降低。受此影响的平均位置误差为11.34米。
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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