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

被引:76
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
相关论文
共 28 条
  • [1] AFFUM JK, 1999, J E ASIA SOC TRANSPO, V3, P139
  • [2] AFFUM JK, 1999, WORLD TRANSP RES SEL, V3, P295
  • [3] AKCELIK R, 1981, ARR123 AUSTR ROAD RE
  • [4] [Anonymous], WORLD TRANSPORT RES
  • [5] [Anonymous], P 16 C AUSTR ROAD RE
  • [6] BIGG SDC, 1986, P AUSTR ROAD RES BOA, V13, P124
  • [7] COWAN RJ, 1972, P AUSTR ROAD RES BOA, V6, P137
  • [8] D'Este G. M., 1999, Computer-Aided Civil and Infrastructure Engineering, V14, P255, DOI 10.1111/0885-9507.00146
  • [9] Govind S., 1999, Computer-Aided Civil and Infrastructure Engineering, V14, P299, DOI 10.1111/0885-9507.00149
  • [10] KENWORTHY JR, 1982, P 2 INT C TRAFF EN E