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Development of a tool for determining speed and road directions using GPS vehicle devices and free resources

机译:开发使用GPS车载设备和免费资源确定速度和道路方向的工具

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摘要

Vehicle GPS devices in countries like Ecuador have increased, meaning that new GPS data is collected every day (for example the data provided for this work, collected from a 50 buses fleet in the city of Portoviejo, Ecuador). This data can later become (if processed) information corresponding to road networks.Although GPS data is available as text files, to acquire useful information from it there must exist a tool developed for this matter, accessible to common users (using free resources), and able to process it and provide a usable completed road network as a result.This work intends to provide a tool to perform this processing, using free resources, such as Python, Quantum GIS (QGIS) and OpenStreetMap (OSM). An algorithm was developed to acquire road direction and speed average information, using provided GPS data from vehicles. For this, OSM plugin from QGIS was modified, through Python geoprocessing capabilities. A testing phase was designed and implemented to try out algorithms performance, and hardware capacity, specially handling large files.During this testing phase programming errors appeared obligating to correct these issues until processing was done correctly. Results demonstrated that road direction and speed average information can be acquired, despite events that can confuse the tool.
机译:像厄瓜多尔这样的国家/地区的车载GPS设备有所增加,这意味着每天都在收集新的GPS数据(例如,为这项工作提供的数据是从厄瓜多尔Portoviejo市的50个公交车队中收集的)。这些数据以后可以变成对应于道路网络的信息(如果经过处理)。尽管GPS数据可以作为文本文件获得,但要从中获取有用的信息,必须存在针对此问题开发的,普通用户可以使用(使用免费资源)开发的工具,并能够对其进行处理,并最终提供可用的完整道路网络。这项工作旨在提供一种使用免费资源(例如Python,Quantum GIS(QGIS)和OpenStreetMap(OSM))执行此处理的工具。开发了一种算法,可以使用车辆提供的GPS数据来获取道路方向和平均速度信息。为此,通过Python地理处理功能修改了QGIS的OSM插件。设计并实施了一个测试阶段,以测试算法性能和硬件容量,特别是处理大型文件。在此测试阶段,编程错误似乎有义务纠正这些问题,直到正确完成处理为止。结果表明,尽管发生了可能使工具困惑的事件,但仍可以获取道路方向和平均速度信息。

著录项

  • 作者

    Aragón Osejo José Luis;

  • 作者单位
  • 年度 2014
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  • 原文格式 PDF
  • 正文语种 esp
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