Enhancing Indoor Positioning Accuracy by Utilizing Signals from Both the Mobile Phone Network and the Wireless Local Area Network

Junyang Zhou, W. M. Yeung, J. Ng
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引用次数: 26

Abstract

Indoor positioning technology and its accuracy are crucial research topics for ubiquitous computing. While the GSM-based approach has always been used to provide outdoor positioning to compensate the lost of GPS in urban area, we seldom see systems that utilize the GSM-based approach for indoor positioning. On the other hand, the WLAN-based approach is widely used to provide indoor positioning service. However, with its Ad hoc layout and signal fluctuation, it is hard to provide a good performance based on the WLAN-based approach. In this paper, we develop an indoor positioning system that makes use of both GSM and WLAN signals to do location estimation such that the resultant system is more accurate and more stable and thus enhancing the performance of the whole system. Experimental results show that our system is stable and can reach centimeter-level accuracy, which outperforms other existing indoor positioning systems that utilizes a single network only.
利用移动电话网络和无线局域网信号提高室内定位精度
室内定位技术及其精度是普适计算的重要研究课题。虽然基于gsm的方法一直用于提供室外定位,以弥补GPS在城市地区的损失,但我们很少看到利用基于gsm的方法进行室内定位的系统。另一方面,基于无线局域网的方法被广泛用于提供室内定位服务。然而,基于无线局域网的方法由于其自组织布局和信号波动,难以提供良好的性能。在本文中,我们开发了一个室内定位系统,利用GSM和WLAN信号进行位置估计,使系统更准确,更稳定,从而提高了整个系统的性能。实验结果表明,该系统性能稳定,精度达到厘米级,优于现有的单网络室内定位系统。
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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