利用GPS/INS深度融合架构中的多径反射进行城市环境导航

A. Soloviev, F. van Graas
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引用次数: 28

摘要

本文研究了全球定位系统(GPS)信号的多径反射在城市导航中的建设性应用。城市导航应用通常以多径信号的显著存在为特征。为了保持可靠和准确的导航能力,区分直接信号和多径信号是至关重要的。同时,在直接路径卫星数量不足以计算导航解的情况下,可以利用多径反射作为附加测量。本文提出了一种识别卫星接收信号中多径反射的方法,即从直接信号中分离多径,确定GPS接收机与多径反射目标之间的测点线。一旦确定了多径反射,它们就可以建设性地用于导航。该方法利用开环批处理GPS接收机、激光扫描仪和惯性导航系统来识别接收到的卫星信号中的多径反射。利用在真实城市环境中收集的实验GPS、惯性和激光扫描仪数据来验证多径反射的识别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Utilizing multipath reflections in deeply integrated GPS/INS architecture for navigation in urban environments
This paper investigates the constructive use of multipath reflections of Global Positioning System (GPS) signals for navigation in urban environments. Urban navigation applications are generally characterized by a significant presence of multipath signals. In order to maintain reliable and accurate navigation capabilities, it is critical to distinguish between direct signal and multipath. At the same time, multipath reflections can be exploited as additional measurements for those cases where the number of direct path satellites is insufficient to compute the navigation solution. The paper develops a method for the identification of multipath reflections in received satellite signals: i.e. multipath is separated from direct signal and a line-of-site between the GPS receiver and a multipath reflecting object is determined. Once multipath reflections are identified, they can be used constructively for navigation. The method presented in the paper exploits an open loop batch-processing GPS receiver, laser scanner and inertial navigation system (INS) to identify multipath reflections in received satellite signals. Experimental GPS, inertial and laser scanner data collected in real urban environments are applied to demonstrate identification of multipath reflections.
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