Road user positioning by RSSI combinations with pavement reflection at real intersection

Shoma Hisaka, S. Kamijo
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Abstract

We have developed a dedicated onboard “sensor” utilizing wireless communication devices for collision avoidance around road intersections. The “sensor” estimates the positions of transmitters on traffic participants by comparing the strengths of signals received by four ZigBee receivers installed at the four corners of observing vehicle. In our previous work, the “sensor” was proposed as an alternative tool for collision avoidance around intersections. Herein, we extend our previous work by considering a road surface reflection model to improve the estimation accuracy. By using this model, we succeeded in reducing the error mismatches between the observed data and the calibration data of the estimation algorithm. The validity of the reflection model is verified via FDTD electro-magnetic wave propagating simulation. The proposed system will be realized on the basis of these enhancements. In addition to these improvements, we performed experiments at real intersection using customized vehicle. We report the basic evaluation of the experimental results in this paper.
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RSSI结合路面反射在真实交叉口进行道路用户定位
我们开发了一种专用的车载“传感器”,利用无线通信设备在十字路口附近避免碰撞。“传感器”通过比较安装在观测车辆四角的四个ZigBee接收器接收到的信号强度,估计交通参与者的发射机位置。在我们之前的工作中,“传感器”被提出作为避免交叉路口碰撞的替代工具。在此,我们扩展了之前的工作,考虑了路面反射模型,以提高估计精度。通过使用该模型,我们成功地减少了观测数据与估计算法校准数据之间的误差不匹配。通过时域有限差分电磁波传播仿真验证了反射模型的有效性。拟议的系统将在这些改进的基础上实现。除了这些改进之外,我们还使用定制车辆在真实十字路口进行了实验。我们报告了实验结果的基本评价。
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