Simulation and dynamics of freeway traffic

被引:0
|
作者
Lino Figueiredo
J. A. Tenreiro Machado
机构
[1] Institute of Engineering of Porto,Department of Electrical Engineering
来源
Nonlinear Dynamics | 2007年 / 49卷
关键词
Intelligent transportation systems; Simulation and modelling; Traffic control; Traffic dynamics;
D O I
暂无
中图分类号
学科分类号
摘要
This paper presents the new package entitled Simulator of Intelligent Transportation Systems (SITS) and a computational oriented analysis of traffic dynamics. The SITS adopts a microscopic simulation approach to reproduce real traffic conditions considering different types of vehicles, drivers and roads. A set of experiments with the SITS reveal the dynamic phenomena exhibited by this kind of system. For this purpose a modelling formalism is developed that embeds the statistics and the Laplace transform. The results make possible the adoption of classical system theory tools and point out that it is possible to study traffic systems taking advantage of the knowledge gathered with automatic control algorithms. A complementary perspective for the analysis of the traffic flow is also quantified through the entropy measure.
引用
收藏
页码:567 / 577
页数:10
相关论文
共 50 条
  • [1] Simulation and dynamics of freeway traffic
    Figueiredo, Lino
    Tenreiro Machado, J. A.
    NONLINEAR DYNAMICS, 2007, 49 (04) : 567 - 577
  • [2] FREEWAY TRAFFIC DYNAMICS
    MIESSE, CC
    MARTIN, MA
    OPERATIONS RESEARCH, 1966, S 14 : B186 - &
  • [3] Dynamics of freeway traffic
    Figueiredo, L
    Machado, JAT
    2005 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2005, : 314 - 319
  • [4] Freeway traffic qualitative simulation
    Tomás, VR
    Garcia, AL
    INNOVATIONS IN APPLIED ARTIFICIAL INTELLIGENCE, 2005, 3533 : 360 - 362
  • [5] On the dynamics analysis of freeway traffic
    Figueiredo, L
    Machado, JAT
    Ferreira, JR
    2003 IEEE INTELLIGENT TRANSPORTATION SYSTEMS PROCEEDINGS, VOLS. 1 & 2, 2003, : 358 - 363
  • [6] Simulation and dynamical analysis of freeway traffic
    Figueiredo, L
    Machado, JAT
    Ferreira, JR
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 3607 - 3612
  • [7] Numerical simulation of freeway traffic flow
    Liu, GQ
    Lyrintzis, AS
    Michalopoulos, PG
    JOURNAL OF TRANSPORTATION ENGINEERING-ASCE, 1997, 123 (06): : 503 - 513
  • [8] Analyzing freeway traffic under congestion: Traffic dynamics approach
    Nam, DH
    Drew, DR
    JOURNAL OF TRANSPORTATION ENGINEERING-ASCE, 1998, 124 (03): : 208 - 212
  • [9] Analyzing freeway traffic under congestion: Traffic dynamics approach
    Lovell, DJ
    Windover, JR
    JOURNAL OF TRANSPORTATION ENGINEERING, 1999, 125 (04) : 373 - 375
  • [10] DIGITAL COMPUTER SIMULATION OF FREEWAY TRAFFIC FLOW
    SINHA, KC
    DAWSON, RF
    TRAFFIC QUARTERLY, 1970, 24 (02): : 279 - &