Multipath assisted positioning in vehicular applications

M. Ulmschneider, R. Raulefs, C. Gentner, M. Walter
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引用次数: 11

Abstract

Precise localization and tracking in intelligent transportation systems has aroused great interest since it is required in a large variety of applications. The positioning accuracy of global navigation satellite systems is unreliable and insufficient enough for many use cases. In urban canyons or tunnels, the positioning performance degrades due to a low received signal power, multipath propagation, or signal blocking. Instead we exploit the ubiquitous access to cellular mobile radio networks. Cellular networks are designed to cover the access to the network in an area by a single link to reduce the risk of interference from neighboring base stations. The idea of Channel-SLAM is to exploit the numerous multipath components (MPCs) of a radio signal arriving at the receiver for positioning. Each MPC can be regarded as being sent from a virtual transmitter in a pure line-of-sight condition. Within this paper, we show how to apply multipath assisted positioning in an urban scenario. Therefore, we analyze how a road user equipped with a circular antenna array is tracked in an urban scenario in the presence of only one physical transmitter. We further jointly estimate the positions of the physical and the virtual transmitters to enrich maps.
车辆应用中的多路径辅助定位
在智能交通系统中,精确定位和跟踪已经引起了人们极大的兴趣,因为它在各种各样的应用中都需要。全球卫星导航系统的定位精度不可靠,在许多用例中定位精度不够。在城市峡谷或隧道中,由于接收信号功率低、多径传播或信号阻塞,定位性能下降。相反,我们利用无处不在的蜂窝移动无线网络。蜂窝网络的设计目的是通过单链路覆盖一个区域内的网络接入,以减少来自邻近基站的干扰风险。信道slam的思想是利用到达接收器的无线电信号的众多多径组件(mpc)进行定位。每个MPC可以看作是在纯视距条件下从虚拟发射机发送的。在本文中,我们展示了如何在城市场景中应用多路径辅助定位。因此,我们分析了如何在只有一个物理发射机的城市场景中跟踪配备圆形天线阵列的道路使用者。我们进一步联合估计物理和虚拟发射机的位置,以丰富地图。
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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