Title :
2DSIM: A prototype of nanoscopic traffic simulation
Author_Institution :
Sch. of Civil & Environ. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
This paper reviews and compares car-following and lane-changing logics embedded in some microscopic traffic simulation models, and comments are made on the existing techniques of traffic simulation. Future directions of traffic simulation are identified in three aspects: vehicle modeling, driver modeling, and vehicle movement modeling. To illustrate these ideas, a conceptual model, 2DSIM, is proposed, which consists of a dynamic vehicle sub-model and an intelligent driver sub-model. They are further integrated into a driver-vehicle-environment closed-loop system which constitutes the basic building block of road traffic.
Keywords :
automobiles; closed loop systems; neural nets; road traffic; simulation; traffic engineering computing; 2DSIM; BP neural networks; car following logics; closed loop system; conceptual model; driver modeling; dynamic vehicle submodel; intelligent driver submodel; lane changing logics; microscopic traffic simulation models; nanoscopic traffic simulation; prototype; road traffic; vehicle modeling; vehicle movement modeling; Automotive engineering; Computational modeling; Kinematics; Logic; Microscopy; Road safety; Traffic control; Vehicle driving; Vehicle dynamics; Virtual prototyping;
Conference_Titel :
Intelligent Vehicles Symposium, 2003. Proceedings. IEEE
Print_ISBN :
0-7803-7848-2
DOI :
10.1109/IVS.2003.1212881