Heterogeneous Edge-enhanced Spatial-temporal Graph Attention Network for Autonomous Driving Lane-changing Trajectory Planning

被引:0
|
作者
Dong, Qing [1 ]
Nakano, Kimihiko [2 ]
Yang, Bo [2 ]
Ji, Xue-Wu [1 ]
Liu, Ya-Hui [1 ]
机构
[1] School of Vehicle and Mobility, Tsinghua University, Beijing,100084, China
[2] Institute of Industrial Science, University of Tokyo, Tokyo,153-8505, Japan
基金
中国国家自然科学基金;
关键词
Autonomous driving - Cost function weight - Cost-function - Graph attention network - Inverse reinforcement learning - Lane change trajectories - Lane changing - Lane-change trajectory planning - Spatial temporals - Trajectory Planning;
D O I
10.19721/j.cnki.1001-7372.2024.03.006
中图分类号
学科分类号
摘要
28
引用
收藏
页码:147 / 156
相关论文
共 50 条
  • [1] Graph-Based Scenario-Adaptive Lane-Changing Trajectory Planning for Autonomous Driving
    Dong, Qing
    Yan, Zhanhong
    Nakano, Kimihiko
    Ji, Xuewu
    Liu, Yahui
    [J]. IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 8 (09) : 5688 - 5695
  • [2] Trajectory Prediction for Autonomous Driving Using Spatial-Temporal Graph Attention Transformer
    Zhang, Kunpeng
    Feng, Xiaoliang
    Wu, Lan
    He, Zhengbing
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (11) : 22343 - 22353
  • [3] Multi-Agent Trajectory Prediction With Heterogeneous Edge-Enhanced Graph Attention Network
    Mo, Xiaoyu
    Huang, Zhiyu
    Xing, Yang
    Lv, Chen
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (07) : 9554 - 9567
  • [4] Trajectory Prediction with Attention-Based Spatial-Temporal Graph Convolutional Networks for Autonomous Driving
    Li, Hongbo
    Ren, Yilong
    Li, Kaixuan
    Chao, Wenjie
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (23):
  • [5] Lane-Changing Trajectory Planning Strategy for Autonomous Vehicles on Superhighways
    He, Yongming
    Xing, Wanyu
    Wei, Kun
    Wu, Jiaxuan
    [J]. Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2024, 52 (04): : 104 - 113
  • [6] Trajectory prediction for autonomous driving based on multiscale spatial-temporal graph
    Tang, Luqi
    Yan, Fuwu
    Zou, Bin
    Li, Wenbo
    Lv, Chen
    Wang, Kewei
    [J]. IET INTELLIGENT TRANSPORT SYSTEMS, 2023, 17 (02) : 386 - 399
  • [7] Lane-changing Trajectory Planning for Autonomous vehicles on Structured Roads
    Liu, Peng
    Jia, Hanbing
    Zhang, Lei
    Wang, Zhenpo
    [J]. Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2023, 59 (24): : 271 - 281
  • [8] Driving Style Adaptive Lane-changing Trajectory Planning and Control
    Huang, Jing
    Ji, Zhong-Xun
    Peng, Xiao-Yan
    Hu, Lin
    [J]. Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2019, 32 (06): : 226 - 239
  • [9] Graph-Based Spatial-Temporal Convolutional Network for Vehicle Trajectory Prediction in Autonomous Driving
    Sheng, Zihao
    Xu, Yunwen
    Xue, Shibei
    Li, Dewei
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (10) : 17654 - 17665
  • [10] Autonomous Vehicles Lane-Changing Trajectory Planning Based on Hierarchical Decoupling
    Lin, Xinyou
    Wang, Tianfeng
    Zeng, Songrong
    Chen, Zhiyong
    Xie, Liping
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024,