混合室内定位使用多个无线电接口

Islam Alyafawi, Simon Kiener, T. Braun
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引用次数: 3

摘要

本文提出了一种无需与终端用户或网络运营商交互的室内实时定位混合方法。该方案利用来自多个无线电接口(RIs)的信号强度信息来估计目标设备的位置。该解决方案得益于每个RI的无线电信号的不同特性,以克服多径传播等挑战。所提出的算法可以在定位过程之前或之后组合信号信息。系统在没有环境布局或目标设备无线电设置先验知识的情况下盲目操作。WiFi和GSM的真实室内实验结果表明,该混合方案的中值误差为1.6m,优于WiFi的2.3m和GSM的3.0m。
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Hybrid indoor localization using multiple Radio Interfaces
This paper presents a hybrid approach for real-time indoor localization without interaction with end users or network operators. The proposed solution uses signal strength information from multiple Radio Interfaces (RIs) to estimate locations of target devices. This solution benefits from different characteristics of radio signals at each RI to overcome challenges such as multipath propagation. The proposed algorithms may combine signal information prior to or after the localization process. The system operates blindly without a priori knowledge of the environment layout or target devices' radio settings. Results of real indoor experiments with both WiFi and GSM show an improvement by the proposed hybrid solution with a median error of 1.6m compared to 2.3m for WiFi and 3.0m for GSM.
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