Expressway Traffic Flow Prediction Based on Wavelet Noise Reduction and Time Graph Convolution

被引：0
|
作者：
Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, Ministry of Transport, Beijing Jiaotong University, Beijing, China [1 ]
机构：
来源：
Proc SPIE Int Soc Opt Eng |
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
130643O
中图分类号：
学科分类号：
摘要：
Flow noise - Graph convolution - GRU - Informed decision - Prediction-based - Route Selection - Traffic flow - Traffic flow prediction - Travel routes - Wavelets transform
引用
收藏
相关论文
共 50 条
  • [41] A Sparse Cross Attention-Based Graph Convolution Network With Auxiliary Information Awareness for Traffic Flow Prediction
    Chen, Lingqiang
    Zhao, Qinglin
    Li, Guanghui
    Zhou, Mengchu
    Dai, Chenglong
    Feng, Yiming
    Liu, Xiaowei
    Li, Jinjiang
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 26 (03) : 3210 - 3222
  • [42] PKET-GCN: Prior knowledge enhanced time-varying graph convolution network for traffic flow prediction
    Bao, Yinxin
    Liu, Jiali
    Shen, Qinqin
    Cao, Yang
    Ding, Weiping
    Shi, Quan
    INFORMATION SCIENCES, 2023, 634 : 359 - 381
  • [43] Traffic Flow Prediction of Expressway Section Based on RBF Neural Network Model
    Liu, Qun
    Yang, Zhuocheng
    Cai, Lei
    ADVANCES IN WIRELESS COMMUNICATIONS AND APPLICATIONS, ICWCA 2021, 2023, 299 : 191 - 199
  • [44] Dynamic Equilibrium Model of Expressway Toll Collector Based on Traffic Flow Prediction
    ZHANG, Huan
    SHI, Feng
    Journal of Transportation Systems Engineering and Information Technology, 2009, 9 (05) : 71 - 76
  • [45] Traffic Prediction and Congestion Control Based on Directed Graph Convolution Neural Network
    Zeng Y.-C.
    Shao M.-H.
    Sun L.-J.
    Lu C.
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2021, 34 (12): : 239 - 248
  • [46] Graph Convolution Network based State Space Model for Wireless Traffic Prediction
    Zhou, Hao
    Yao, Dunyuan
    Chen, Binbin
    Yu, Ke
    Wu, Xiaofei
    2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC 2024, 2024,
  • [47] Research on expressway traffic flow prediction model based on MSTA-GCN
    Ning T.
    Wang J.
    Duan X.
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 (07) : 9317 - 9328
  • [48] A Hyperparameters automatic optimization method of time graph convolution network model for traffic prediction
    Lei Chen
    Lulu Bei
    Yuan An
    Kailiang Zhang
    Ping Cui
    Wireless Networks, 2021, 27 : 4411 - 4419
  • [49] A Hyperparameters automatic optimization method of time graph convolution network model for traffic prediction
    Chen, Lei
    Bei, Lulu
    An, Yuan
    Zhang, Kailiang
    Cui, Ping
    WIRELESS NETWORKS, 2021, 27 (07) : 4411 - 4419
  • [50] Contrastive learning for traffic flow forecasting based on multi graph convolution network
    Guo, Kan
    Tian, Daxin
    Hu, Yongli
    Sun, Yanfeng
    Qian, Zhen
    Zhou, Jianshan
    Gao, Junbin
    Yin, Baocai
    IET INTELLIGENT TRANSPORT SYSTEMS, 2024, 18 (02) : 290 - 301
12345