Integration of the global positioning system and geographical information systems for traffic congestion studies

被引:75
|
作者
Taylor, MAP [1 ]
Woolley, JE [1 ]
Zito, R [1 ]
机构
[1] Univ S Adelaide, Sch Geoinformat Planning & Bldg, Transport Syst Ctr, Adelaide, SA 5000, Australia
关键词
moving observer traffic studies; traffic congestion; Global Positioning System; Geographic Information System; traffic data analysis;
D O I
10.1016/S0968-090X(00)00015-2
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The Transport Systems Centre (TSC) has developed an integrated Global Positioning System (GPS)Geographical information System (GIS) for collecting on-road traffic data from a probe vehicle. This system has been further integrated with the engine management system of a vehicle to provide time-tagged data on GPS position and speed, distance travelled, acceleration, fuel consumption, engine performance. and air pollutant emissions on a second-by-second basis. These data are handled within a GIS and can be processed and queried during the data collection (from a notebook PC in the vehicle) or saved to a file for later analysis. The database so generated provides a rich source of information for studies of travel times and delays, congestion levels, and energy and emissions. A case study application of the system is described focusing on studies of congestion levels on two parallel routes in a major arterial corridor in metropolitan Adelaide, South Australia. As part of these investigations, a discussion of the nature of traffic congestion is given. This provides both a general definition of traffic congestion and the discussion of a number of parametric measures of congestion. The computation of these parameters for the study corridor on the basis of data collected from the integrated GPS-GIS system is described. The GIS provides a database management platform for the integration, display, and analysis of the data collected from GPS and the in-vehicle instrumentation. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:257 / 285
页数:29
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