The Modeling and Simulation of the Car-following Behavior Based on Fuzzy Inference

被引:9
|
作者
Gao Qiang [1 ]
Hu Shuliang [1 ]
Dong Chao [1 ]
机构
[1] TianJin Univ Technol, Tianjin Key Lab Control Theory & Applicat Complic, Tianjin, Peoples R China
关键词
D O I
10.1109/WMSO.2008.48
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Car following is hard to describe drivers' behavior with precise algorithm because of its indetermination and fuzzy characteristic when the drive controls the vehicle. An algorithm of car following model is founded and simulated based on fuzzy inference on the basis of it. The simulation results show that it is feasible to describe drivers' behavior with fuzzy controller.
引用
收藏
页码:322 / 325
页数:4
相关论文
共 50 条
  • [1] Modeling and simulation of car-following safety behavior with fuzzy neural network
    Li Dehui
    Rong Jian
    Hu Jiangbi
    Liu Xiaoming
    [J]. PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL 6, PTS A AND B, 2006, 6 : 2067 - 2071
  • [2] The Car-Following Model Based on Fuzzy Inference Controller
    Li, Guanzhen
    Zhu, Wenxing
    [J]. 2019 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE APPLICATIONS AND TECHNOLOGIES (AIAAT 2019), 2019, 646
  • [3] A neural-fuzzy framework for modeling car-following behavior
    Xiaoliang Ma
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 1178 - 1183
  • [4] A Formal Approach for Modeling and Simulation of Human Car-Following Behavior
    Ro, Jin Woo
    Roop, Partha S.
    Malik, Avinash
    Ranjitkar, Prakash
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 19 (02) : 639 - 648
  • [5] Simulation of car-following decision based on fuzzy neural networks system
    Li, S
    [J]. 7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XIV, PROCEEDINGS: COMPUTER SCIENCE, ENGINEERING AND APPLICATIONS, 2003, : 47 - 52
  • [6] Prediction of Car-Following Risk Status Based on Car-Following Behavior Spectrum
    Wang, Min
    Tu, Huizhao
    Li, Hao
    [J]. Tongji Daxue Xuebao/Journal of Tongji University, 2021, 49 (06): : 843 - 852
  • [7] A car-following collision prevention control device based on the cascaded fuzzy inference system
    Mar, J
    Lin, HT
    [J]. FUZZY SETS AND SYSTEMS, 2005, 150 (03) : 457 - 473
  • [8] Evaluation of the General Motors based car-following models and a proposed fuzzy inference model
    Chakroborty, P
    Kikuchi, S
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 1999, 7 (04) : 209 - 235
  • [9] Review of Car-following Behavior Analysis and Modeling Based on Trajectory Data
    Tian, Jun-Fang
    Zhu, Chen-Qiang
    Jia, Ning
    Ma, Shou-Feng
    [J]. Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology, 2021, 21 (05): : 148 - 159
  • [10] Car-following Behavior Modeling Based on Uncertainty of Driver Distance Perception
    Wu, Bing
    Liu, Yanting
    Ni, Daiheng
    Wang, Wenxuan
    Li, Linbo
    [J]. Tongji Daxue Xuebao/Journal of Tongji University, 2021, 49 (07): : 915 - 921