基于不稳定RSSI的近距离通信定位误差减小

Wakana Nakai, Yu Kawahama, R. Katsuma
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引用次数: 6

摘要

已经提出了许多使用位置信息的服务;然而,提高这些设备的定位精度仍然是一个重要的挑战。现有的传统定位方法采用三边定位法从三个锚节点中估计目标节点。对于蓝牙等短距离通信,通过接收信号强度指标(RSSI)来估计各节点之间的距离。但是,如果无线电波被阻挡,由于RSSI值可能会显著降低,定位估计误差会增加。我们提出了一种减少四个或更多节点环境下定位误差的方法。首先,该方法估计目标节点相对于三个锚节点的位置。其余锚节点的位置由三个锚节点中的两个和目标节点估计。该方法对单位RSSI值进行调整,使估计锚点位置与实际锚点位置之间的差值最小。用4个锚节点进行了实验,结果表明,与现有方法相比,定位误差降低了37.5%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reducing Error of Positioning Based on Unstable RSSI of Short Range Communication
Many services that use location information have been proposed; however, improving positioning accuracy in these devices remains an important challenge. The existing conventional positioning method uses trilateration to estimate the target node from three anchor nodes. For short-range communication, such as Bluetooth, the distance between each node is estimated by the received signal strength indicator (RSSI). However, if radio waves are blocked, the positioning estimation error increases because the RSSI value may be reduced signi?cantly. We propose a method to reduce positioning error in an environment with four or more nodes. First, the proposed method estimates the position of the target node relative to three anchor nodes. The positions of the remaining anchor nodes are estimated by two of the three anchor nodes and the target node. The proposed method adjusts the Unit RSSI value such that the difference between the estimated and actual anchor position is minimized. The results of an experiment performed with four anchor nodes demonstrate that the positioning error can be reduced by 37.5% compared to the existing method.
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