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Generation and Evaluation of the Track Map Database for GNSS-based Train Positioning Using a Map-tool-chain

机译:使用地图工具链的基于GNSS的列车定位轨道地图数据库的生成和评估

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The train positioning technology based on GNSS (Global Navigation Satellite System) has greatly developed in the train control system because of its stability, low-cost, easy maintenance. The train positioning technology is used to prevent possible potential train-to-train collision, and it can also be utilized for automatic train operation and train scheduling. However, due to some inevitable defects in GNSS, such as SIS (Signal in Space) unavailability, multi-path effects and electromagnetic interference and so on, map-assisted train positioning technique is proposed to achieve a better performance. Map matching plays a crucial role in map-assisted train positioning, which uses position and heading data from positioning systems including GNSS, dead reckoning (DR) system and inertial navigation system (INS) to integrate and then compare with the track map database. The map matching algorithm finally distinguishes the actual track the train is running on between parallel tracks and matches the measured position to the right point on map route. So a digital track map database is indispensable for map-assisted GNSS-based applications. The track map database can be built based on the original measurements with high-accuracy GPS receivers. And developing a dedicated tool to assist map data collection and processing in field operation is of great importance, which can reduce the cost and workload considerably. In this paper, the requirements and necessities of digital track map database in train positioning are explained. The map-tool-chain is implemented, which consists of Station Schematic Editor, Station Map Data Recorder, Map Database Editor, and Map Database Validator. The four components serves the whole process of the generation of digital track map database, which includes four step: railway track surveying, data processing, map database generation and map database validation. There are a lot of methods using during the track map generation, such as outliers elimination in original measurement, uniform sampling, smoothness inspection in track curve and multiple GPS trajectories fusion. These algorithms will be elaborated in this paper. Furthermore, the map-tool-chain is used to generate a track map database for field applications in Hankou-Yichang Railway (HYR) and Jincheng Anthracite Mining Group in China. The results from field applications prove that the map-tool-chain can not only inspect and remove the outliers in raw data, but also make the generated track map better spacing and smoother. The proposed methods and map-tool-chain will be more competitive in developing rail applications based on GNSS positioning, including train control and supervision system, train collision early warning system and train integrity monitoring system.
机译:基于GNSS(全球导航卫星系统)的火车定位技术由于其稳定性,低成本,易于维护,在火车控制系统中大力开发。火车定位技术用于防止可能的潜在火车到火车碰撞,也可以用于自动列车运行和列车调度。然而,由于GNSS中的一些不可避免的缺陷,例如SIS(空间中的信号)不可用,多路径效应和电磁干扰等,提出了映射辅助列车定位技术,以实现更好的性能。地图匹配在地图辅助列车定位中起着至关重要的作用,该列在地图辅助列车定位中,使用GNSS,DEAD RECKONING(DR)系统和惯性导航系统(INS)的定位系统使用位置和标题数据来集成,然后与轨道地图数据库进行比较。地图匹配算法最终区分了火车在并行轨道之间运行的实际轨道,并将测量位置与右侧点匹配地图路由。因此,数字轨道地图数据库对于地图辅助GNSS的应用程序是必不可少的。轨道地图数据库可以基于具有高精度GPS接收器的原始测量来构建。并开发专用工具来帮助地图数据收集和现场操作的处理非常重要,这可以显着降低成本和工作量。在本文中,解释了火车定位中数字轨道地图数据库的要求和必需品。实现地图工具链,由站原理图编辑器,站地图数据记录器,地图数据库编辑器和地图数据库验证器组成。四个组件服务于生成数字轨道地图数据库的整个过程,包括四步:铁路轨道测量,数据处理,地图数据库生成和地图数据库验证。在轨道地图生成期间有很多方法,例如原始测量中的异常值消除,均匀采样,轨道曲线的平滑度检查和多个GPS轨迹融合。本文将详细阐述这些算法。此外,地图工具链用于在中国汉口宜昌铁路(HYR)和晋城无烟煤矿业集团的现场应用轨道地图数据库。 Field应用程序的结果证明了地图 - 工具链不仅可以检查和删除原始数据中的异常值,还可以使生成的轨道图更好地间距和更平滑。该拟议的方法和地图工具链将在基于GNSS定位的开发轨道应用中更具竞争力,包括火车控制和监督系统,火车碰撞预警系统和培训完整性监测系统。

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