Localization of unknown indoor wireless transmitter

Mohd Amiruddin Abd Rahman, M. Dashti, Jie Zhang
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引用次数: 12

Abstract

Many management tasks, for instance optimizing placement of a new Wi-Fi or femtocell access points (AP), or detecting unauthorized transmitter (Tx), requires the ability to locate individual Tx inside buildings. Available techniques to locate Txs require extensive war driving measurements and significant computations, or complex and additional hardware. This paper presents a time-efficient method, based on only collected received signal strength (RSS) data to estimate the location of unknown Tx installed inside a multi-storey building. Three-stage algorithm is proposed. Firstly, the building's location from which the signal is transmitted from, is defined on the area map. Secondly, the floor level of the determined building on which the unknown Tx is installed, is determined. Finally, 2-dimensional location coordinates of Tx and the path loss parameters are jointly estimated. The method is evaluated using realistic simulated data obtained from iBuildNet® wireless network design and optimization tool developed by Ranplan. The simulation results confirm that developed algorithm works accurately and is especially helpful to locate an unknown Tx in changing and unknown environments.
未知室内无线发射机定位
许多管理任务,例如优化新的Wi-Fi或femtocell接入点(AP)的位置,或检测未经授权的发射机(Tx),都需要能够定位建筑物内的单个Tx。现有的定位Txs的技术需要大量的战争驱动测量和大量的计算,或者复杂和额外的硬件。本文提出了一种基于仅采集到的接收信号强度(RSS)数据来估计安装在多层建筑内的未知Tx位置的高效方法。提出了三阶段算法。首先,在区域地图上定义传输信号的建筑物的位置。其次,确定未知Tx安装在确定的建筑物的楼层。最后,联合估计了Tx的二维位置坐标和路径损耗参数。使用Ranplan开发的iBuildNet®无线网络设计和优化工具获得的真实模拟数据对该方法进行了评估。仿真结果证实了该算法的准确性,特别有助于在变化和未知的环境中定位未知的Tx。
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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