A new technique to enhance accuracy of WLAN fingerprinting based indoor positioning system

Long Vu-Hoang, Hung Nguyen-Manh, Chinh Phan-Duy, Dung Le-Quang, Thanh Do-Van, Vinh Tran-Quang
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引用次数: 4

Abstract

The indoor positioning system (IPS) is a significant factor to develop many applications such as direction and navigation in large commercial centers, tracking valuable goods, or determining position of children or old people. With the rapid growth of Internet, Wi-Fi access points (APs) can be found almost everywhere. This widespread infrastructure offers the possibility to locate mobile devices in an economical way. Therefore, Wi-Fi based positioning systems have become an attractive positioning technology in urban areas where GPS signals can be weaker, or where the use of GPS puts too much strain on the device's battery [1]. In order to enhance accuracy and stability of the Wi-Fi based positioning system, we proposed a robust, ubiquitous, and precise indoor positioning solution for smart mobile devices based-on the combination of Wi-Fi positioning system and embedded sensors on the smart devices. The new method will be analyzed and tested in real experiments. Experiment results have shown that our method can provide better accuracy to compare with traditional methods.
一种提高无线局域网指纹室内定位系统精度的新技术
室内定位系统(IPS)是开发许多应用的重要因素,如大型商业中心的方向和导航,跟踪贵重物品,或确定儿童或老人的位置。随着互联网的快速发展,Wi-Fi接入点(ap)几乎无处不在。这种广泛的基础设施提供了以经济的方式定位移动设备的可能性。因此,基于Wi-Fi的定位系统在GPS信号较弱或使用GPS对设备电池压力过大的城市地区成为一种有吸引力的定位技术[1]。为了提高基于Wi-Fi定位系统的精度和稳定性,我们提出了一种基于Wi-Fi定位系统与智能设备上的嵌入式传感器相结合的鲁棒、泛在、精确的智能移动设备室内定位方案。新方法将在实际实验中进行分析和验证。实验结果表明,与传统方法相比,该方法具有更好的精度。
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