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Location Estimation Technique in Bluetooth Beacon Based Indoor Positioning Systems

机译:基于蓝牙信标的室内定位系统中的位置估计技术

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摘要

Recently low power based Bluetooth beacons have been developed, and the received signal strength indication (RSSI) based distance measurement technique of beacon signal has been actively studied. In order to calculate the accurate position information, reliability of the received RSSI value and an efficient calculation method are needed. However, it is considered that the calculation method of the conventional triangular algorithm which is currently popular is difficult to recognize the accurate position information due to the accuracy limitation. Therefore, in this paper, we propose a novel weighting algorithm that compensates the limits of the triangulation algorithm. When we compare the accuracy with the actual measured data, we can confirm that the error rate of the location information obtained using the proposed weighting algorithm method is lower than that of the conventional triangulation algorithm.
机译:最近,基于低功率的蓝牙信标已经被开发,并且基于信标信号的基于接收信号强度指示(RSSI)的距离测量技术已经被积极地研究。为了计算准确的位置信息,需要接收的RSSI值的可靠性和有效的计算方法。然而,由于精度限制,认为当前流行的常规三角算法的计算方法难以识别准确的位置信息。因此,在本文中,我们提出了一种新颖的加权算法,该算法补偿了三角剖分算法的局限性。当我们将精度与实际测量数据进行比较时,我们可以确认,使用所提出的加权算法方法获得的位置信息的错误率低于传统的三角剖分算法。

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