ANALISA SISTEM POSITIONING OBJEK PADA AREA INDOOR BERBASIS BLE DAN RASPBERRY PI

A. D. Ramadhani, Achmad Ilham Imanuddin, Kholidiyah Masykuroh
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Abstract

BLE technology can assist in indoor positioning system (IPS) applications. The IPS has an important role in determining the position of objects that are useful for monitoring or tracking. One of the methods is trilateration by utilizing the RSSI value between the transmitter and receiver to calculate the distance. In addition, we can use indoor paths loss modeling to calculate the distance. However, the RSSI method still has weaknesses due to fluctuations in measurement values caused by the effect of multipath and attenuation on the signal. So that there will be an error while we estimate the position and causes the accuracy to be weak. Besides the fluctuation of RSSI, the accuracy is also influenced by the geometric position between the transmitter and receiver. Geometric Dilution of Precision is a method that calculates the geometric value. In this study, we applied object positioning techniques using the BLE devices and the trilateration method. We analyzed the position accuracy by considering the mean of RSSI, the median of RSSI, and GDOP. The results show that taking into account the GDOP, the accuracy increases by 53% compared to the average RSSI scenario. And the accuracy value also increased 63% compared to the median RSSI scenario.
BLE技术可以辅助室内定位系统(IPS)应用。IPS在确定对监测或跟踪有用的物体的位置方面具有重要作用。其中一种方法是利用发射机和接收机之间的RSSI值来计算距离的三边测量。此外,我们可以使用室内路径损失建模来计算距离。然而,由于多径和衰减对信号的影响导致测量值的波动,RSSI方法仍然存在弱点。这样在我们估计位置时就会有误差,导致精度较低。除了RSSI的波动外,精度还受发射端和接收端之间几何位置的影响。几何精度稀释是一种计算几何值的方法。在本研究中,我们采用了基于BLE设备和三边测量法的目标定位技术。我们通过考虑RSSI均值、RSSI中位数和GDOP来分析定位精度。结果表明,考虑到GDOP,与平均RSSI场景相比,准确率提高了53%。与RSSI中位数相比,准确度值也提高了63%。
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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