城市环境下紧密耦合定位的高精度性能

Jinyang Hao, Lei Zhang, Hongjun Tan
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引用次数: 0

摘要

全球导航卫星系统(GNSS),如北斗导航卫星系统、全球定位系统、全球导航卫星系统和伽利略在自动驾驶中发挥着越来越重要的作用。鉴于其对自动驾驶汽车的重要性,定位精度已成为一个重要的研究领域。稳定、高精度的定位对于确保自动驾驶系统的安全至关重要,厘米级和车道级定位可以在一定程度上实现所需的精度。与单一GNSS相比,多GNSS可以提供更高的定位精度和可用性。在城市环境中,建筑物、高架桥、隧道等都可能阻挡GNSS信号。因此,为了获得可用的和高度精确的定位,惯性导航系统(INS)可以提供帮助。为此,提出了一种紧密耦合的多gnss /INS系统。为了测试该系统的性能,选取了几个典型的城市场景。结果表明,在GNSS信号丢失的情况下,该系统能够提供厘米级的定位精度,并保持良好的定位性能。该系统可用于满足自动驾驶的定位需求,直至城市道路智能化全面提升。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High-Precision Performance of Tightly Coupled Positioning in Urban Environment
Global navigation satellite systems (GNSS) such as the BeiDou Navigation Satellite System, Global Positioning System, Global Navigation Satellite System and Galileo are playing an increasingly pivotal role in autonomous driving. Given its importance for autonomous vehicles, positioning accuracy has become an important area of research. Stable and high-precision positioning is essential to ensure the safety of autonomous driving systems, and centimeter-level and lane-level positioning can, to a certain extent, achieve the required precision. Compared with a single GNSS, a multi-GNSS can provide greater positioning accuracy and availability. In the urban environment, buildings, viaducts, and tunnels can block GNSS signals. Thus, to obtain available and highly accurate positioning, an inertial navigation system (INS) can be helpful. Therefore, a tightly coupled multi-GNSS/INS system is introduced. To test the performance of this system, several typical urban scenes were selected. The results show that the system can provide centimeter-level positioning accuracy and maintain excellent positioning performance when GNSS signals are lost. This system may be used to meet the positioning requirements for autonomous driving until such time as urban road intelligence is comprehensively improved.
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