EMPIRICAL ANALYSIS OF DRIVERS' CAR-FOLLOWING HETEROGENEITY BASED ON VIDEO IMAGE DATA

被引:0
|
作者
Hong, DaHee [1 ]
Uno, Nobuhiro [1 ]
Kurauchi, Fumitaka [1 ]
Imada, Mitsunori [1 ]
机构
[1] Kyoto Univ, Dept Urban Management, Kyoto 6068501, Japan
关键词
D O I
暂无
中图分类号
TU98 [区域规划、城乡规划];
学科分类号
0814 ; 082803 ; 0833 ;
摘要
Microscopic road traffic flow simulation models are increasingly being used to express the dynamic nature of traffic flow. These microscopic traffic simulations require vehicle movements to be modelled and calibrated. Since individual vehicles exhibit heterogeneity, the parameters within these submodels must incorporate some disturbances. However, due to limited observational data, the various parameters among individuals have not been well validated. We collected video data from a 600m section in a merging area of an urban expressway over 1 week using 11 video cameras. By tracking individual vehicles on-screen, we were able to obtain vehicle trajectories. We applied this manually obtained data to investigate individual heterogeneity of vehicle movement; in particular, we focused on car-following behaviour, analysing heterogeneity among individuals. We also examined relationships between car-following behaviour and traffic conditions, driving lanes, and road geometry.
引用
收藏
页码:401 / 410
页数:10
相关论文
共 50 条
  • [1] Analysis of car-following behaviors based on data-driven and theory-driven car-following models: Heterogeneity and asymmetry
    Pan, Weixiu
    Zhang, Jing
    Tian, Junfang
    Cui, Fengying
    Wang, Tao
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2023, 632
  • [2] Analysis and Identification of Drivers' Difference in Car-following Condition Based on Naturalistic Driving Data
    Liu Z.-Q.
    Zhang K.-D.
    Ni J.
    Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology, 2021, 21 (01): : 48 - 55
  • [3] Analysis of drivers' characteristics in car-following theory
    Zhang, Geng
    Sun, Di-Hua
    Lin, Hui
    Zhao, Min
    MODERN PHYSICS LETTERS B, 2014, 28 (24):
  • [4] Consistency Analysis of Drivers' Car-Following Behaviors
    Qin, Dingming
    Wang, Xuesong
    Tarko, Andrew P. P.
    Guo, Qiming
    Lizarazo-Jimenez, Cristhian
    JOURNAL OF TRANSPORTATION ENGINEERING PART A-SYSTEMS, 2023, 149 (04)
  • [5] Analysis of Stochasticity and Heterogeneity of Car-Following Behavior Based on Data-Driven Modeling
    Shiomi, Yasuhiro
    Li, Guopeng
    Knoop, Victor L. L.
    TRANSPORTATION RESEARCH RECORD, 2023, 2677 (12) : 604 - 619
  • [6] Heterogeneous Drivers Car-following Model and Stability Analysis
    Pan Jing Shan
    Zhang Li Dong
    SUSTAINABLE DEVELOPMENT OF URBAN INFRASTRUCTURE, PTS 1-3, 2013, 253-255 : 1631 - 1636
  • [7] ANALYSIS OF DRIVERS DECELERATING STRATEGY IN A CAR-FOLLOWING SITUATION
    HATTORI, Y
    ASANO, K
    IWAMA, N
    SHIGEMATSU, T
    VEHICLE SYSTEM DYNAMICS, 1995, 24 (4-5) : 299 - 311
  • [8] The Car-Following Model Based on the Drivers' Psychological Characteristics
    Huifang Kong
    Yao Fang
    International Journal of Intelligent Transportation Systems Research, 2022, 20 : 572 - 580
  • [9] The Car-Following Model Based on the Drivers' Psychological Characteristics
    Kong, Huifang
    Fang, Yao
    INTERNATIONAL JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS RESEARCH, 2022, 20 (02) : 572 - 580
  • [10] Empirical description of car-following
    Wagner, P
    TRAFFIC AND GRANULAR FLOW '03, 2005, : 15 - 27