Requirements and potential of GPS-based floating car data for traffic management: Stockholm case study

M. Rahmani, H. Koutsopoulos, A. Ranganathan
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引用次数: 53

Abstract

The application of GPS probes in traffic management is growing rapidly as the required data collection infrastructure is increasingly in place in urban areas with significant number of mobile sensors moving around covering expansive areas of the road network. The paper presents the development of a laboratory designed to explore GPS and other emerging traffic and traffic-related data for traffic monitoring and control. It also presents results to illustrate the scope of traffic information that can be provided by GPS-based data, using the city of Stockholm as a case study. The preliminary analysis shows that network coverage, especially during peak weekday hours, is adequate. Further investigation is needed to validate the data, and increase its value through fusion with complementary data from other sources.
基于gps的浮动汽车数据用于交通管理的需求和潜力:斯德哥尔摩案例研究
随着城市地区所需的数据收集基础设施日益到位,大量移动传感器遍布路网的广阔区域,GPS探头在交通管理中的应用正在迅速增长。本文介绍了一个实验室的发展,该实验室旨在探索GPS和其他新兴的交通和交通相关数据,用于交通监测和控制。本文还以斯德哥尔摩市为例,展示了基于gps的数据所能提供的交通信息的范围。初步分析表明,网络覆盖,特别是在工作日的高峰时段,是足够的。需要进一步的调查来验证数据,并通过与其他来源的补充数据融合来增加其价值。
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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