Real Time Results of Vector Delay Lock Loop in a Light Urban Scenario

Katrin Dietmayer, F. Kunzi, F. Garzia, M. Overbeck, W. Felber
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引用次数: 2

Abstract

The need of a robust navigation solution increased during the last decade. As an example, for autonomous driving it is essential to have a stable satellite signal tracking even in difficult environments such as urban canyons. The paper describes a real-time vector delay lock loop (VDLL) approach implemented directly on the GNSS receiver hardware to achieve a deep integration in the signal processing. This approach uses the code correlation values fetched directly from the receiver hardware to provide an estimated position, velocity and time (PVT) solution using an extended Kalman filter (EKF). The solution is then used to calculate new steering code values for all channels at the same time, which are sent back to the hardware to steer the code numerically controlled oscillators (NCOs). The approach is tested in a real-world light urban scenario, where different signal degradations occur including multipath, signal shadowing or reflections. The VDLL real-time implementation is analyzed and compared to a reference system. A detailed description of the scenario and the used GNSS receiver hardware is shown.
轻城市场景下矢量延迟锁环的实时结果
在过去十年中,对强大的导航解决方案的需求增加了。例如,对于自动驾驶来说,即使在城市峡谷等困难环境中,也必须有稳定的卫星信号跟踪。本文介绍了一种直接在GNSS接收机硬件上实现实时矢量延迟锁环(VDLL)的方法,以实现信号处理的深度集成。该方法使用直接从接收机硬件获取的代码相关值,使用扩展卡尔曼滤波器(EKF)提供估计的位置、速度和时间(PVT)解决方案。然后,该解决方案用于同时计算所有通道的新转向码值,这些值被发送回硬件以引导代码的数控振荡器(nco)。该方法在现实世界的光城市场景中进行了测试,其中发生了不同的信号退化,包括多径,信号阴影或反射。对VDLL的实时实现进行了分析,并与参考系统进行了比较。详细描述了场景和使用的GNSS接收器硬件。
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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