Mixed Traffic Flow Trajectory Prediction Method Driven by Domain Knowledge and Data

被引：0
|
作者：
Liu, Han [1 ]
Sun, Jian [1 ]
机构：
[1] Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji University, Shanghai,201804, China
来源：
Tongji Daxue Xuebao/Journal of Tongji University | 2024年 / 52卷 / 07期
关键词：
24;
D O I：
10.11908/j.issn.0253-374x.22349
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1099 / 1108
相关论文
共 50 条
  • [1] Trajectory Data and Flow Characteristics of Mixed Traffic
    Kanagaraj, Venkatesan
    Asaithambi, Gowri
    Toledo, Tomer
    Lee, Tzu-Chang
    TRANSPORTATION RESEARCH RECORD, 2015, (2491) : 1 - 11
  • [2] Checkpoint data-driven GCN-GRU vehicle trajectory and traffic flow prediction
    Guan, Deyong
    Ren, Na
    Wang, Ke
    Wang, Qi
    Zhang, Hualong
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [3] Pedestrian intention estimation and trajectory prediction based on data and knowledge-driven method
    Zhou, Jincao
    Bai, Xin
    Fu, Weiping
    Ning, Benyu
    Li, Rui
    IET INTELLIGENT TRANSPORT SYSTEMS, 2024, 18 (02) : 315 - 331
  • [4] Trajectory prediction for heterogeneous traffic-agents using knowledge correction data-driven model
    Xu, Xiaofeng
    Liu, Wenzhi
    Yu, Lean
    INFORMATION SCIENCES, 2022, 608 : 375 - 391
  • [5] Trajectory Jerking Suppression for Mixed Traffic Flow at a Signalized Intersection: A Trajectory Prediction Based Deep Reinforcement Learning Method
    Wang, Shupei
    Wang, Ziyang
    Jiang, Rui
    Yan, Ruidong
    Du, Lei
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (10) : 18989 - 19000
  • [6] Bidirectional Data-Driven Trajectory Prediction for Intelligent Maritime Traffic
    Xiao, Ye
    Li, Xingchen
    Yao, Wen
    Chen, Jin
    Hu, Yupeng
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (02) : 1773 - 1785
  • [7] WKNN-FDCNN method for big data driven traffic flow prediction in ITS
    Ravikant Soni
    Partha Roy
    Kapil Kumar Nagwanshi
    Multimedia Tools and Applications, 2024, 83 : 25261 - 25286
  • [8] WKNN-FDCNN method for big data driven traffic flow prediction in ITS
    Soni, Ravikant
    Roy, Partha
    Nagwanshi, Kapil Kumar
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (09) : 25261 - 25286
  • [9] Trajectory Length Prediction for Intelligent Traffic Signaling: A Data-Driven Approach
    Gan, Shaojun
    Liang, Shan
    Li, Kang
    Deng, Jing
    Cheng, Tingli
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 19 (02) : 426 - 435
  • [10] Data-Driven Optimization for Air Traffic Flow Management with Trajectory Preferences
    De Giovanni, Luigi
    Lancia, Carlo
    Lulli, Guglielmo
    TRANSPORTATION SCIENCE, 2024, 58 (02) : 540 - 556
12345