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Using Massive Vehicle Positioning Data to Improve Control and Planning of Public Road Transport

机译:利用海量车辆定位数据改善公共道路运输的控制和规划

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摘要

This study describes a system for the automatic recording of positioning data for public transport vehicles used on roads. With the data provided by this system, transportation-regulatory authorities can control, verify and improve the routes that vehicles use, while also providing new data to improve the representation of the transportation network and providing new services in the context of intelligent metropolitan areas. The system is executed autonomously in the vehicles, by recording their massive positioning data and transferring them to remote data banks for subsequent processing. To illustrate the utility of the system, we present a case of application that consists of identifying the points at which vehicles stop systematically, which may be points of scheduled stops or points at which traffic signals or road topology force the vehicle to stop. This identification is performed using pattern recognition techniques. The system has been applied under real operating conditions, providing the results discussed in the present study.
机译:这项研究描述了一种用于自动记录道路上使用的公共交通工具的位置数据的系统。借助此系统提供的数据,运输监管机构可以控制,验证和改善车辆使用的路线,同时还可以提供新的数据来改善运输网络的表示方式,并在智能城市区域内提供新的服务。通过记录车辆的大量定位数据并将其传输到远程数据库以进行后续处理,该系统可以在车辆中自主执行。为了说明该系统的实用性,我们提出一个应用案例,该案例包括识别车辆系统停止的地点,这些地点可以是计划停车的地点,也可以是交通信号或道路拓扑迫使车辆停止的地点。使用模式识别技术执行此识别。该系统已在实际运行条件下应用,提供了本研究中讨论的结果。

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