Title :
Real-time origin-destination (OD) estimation via anonymous vehicle tracking
Author :
Oh, Cheol ; Ritchie, Stephen G. ; Oh, Jun-Seok ; Jayakrishnan, R.
Author_Institution :
Dept. of Civil & Environ. Eng., California Univ., Irvine, CA, USA
Abstract :
With the advent of Advanced Transportation Management and Information System (ATMIS), much attention has been paid to the estimation of dynamic or time-variant OD matrices, as development of improved methods for the derivation of OD-based real time traffic information is vital for analysis of transportation systems and various ATMIS strategies involving traveler information systems and route guidance, dynamic traffic assignment, and adaptive traffic signal control, among others. This study performs a systematic simulation investigation of the performance and feasibility of anonymous vehicle tracking in signalized networks using the Paramics simulation model. Previous research experience with vehicle reidentification techniques on single roadway segments is used to investigate the performance obtainable from tracking individual vehicles across multiple detector stations through a network to obtain real-time OD path flow information such as travel time and volume. The findings of this and subsequent studies serve as a logical and necessary precursor to possible field implementation in signalized networks of vehicle reidentification techniques.
Keywords :
matrix algebra; real-time systems; traffic information systems; ATMIS; OD estimation; Paramics simulation model; adaptive traffic signal control; advanced transportation management/information system; anonymous vehicle tracking; dynamic OD matrix estimation; dynamic traffic assignment; multiple detector stations; real-time origin-destination estimation; real-time traffic information; roadway segments; route guidance; signalized networks; systematic simulation; time-variant OD matrix estimation; traveler information systems; vehicle reidentification techniques; Adaptive control; Communication system traffic control; Information management; Management information systems; Real time systems; Road vehicles; Traffic control; Transportation; Vehicle detection; Vehicle dynamics;
Conference_Titel :
Intelligent Transportation Systems, 2002. Proceedings. The IEEE 5th International Conference on
Print_ISBN :
0-7803-7389-8
DOI :
10.1109/ITSC.2002.1041283