Travel time prediction for urban arterial road

被引:0
|
作者
Jiang, GY [1 ]
Zhang, RQ [1 ]
机构
[1] Jilin Univ, Changchun 130025, Peoples R China
关键词
arterial road; data fusion; traffic detector space distribution; travel time prediction; neural network;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on the relative relationship of the traffic volume of segments on the urban road network, we studied the optimal space distribution of detectors with Statistic Analysis Techniques. Then we proposed the criteria of installing detectors on the urban roads, on the other hand, we predicted and checked out the non-detectors segments travel time using Neural Network Technique of Mix-structure Algorithm with the data of the road network of Changchun City, China. The research gives a way to solve the optimal space distribution of detectors on urban arterial road and non-detected segment travel time prediction with detected segment traffic information.
引用
收藏
页码:1459 / 1462
页数:4
相关论文
共 50 条
  • [21] Data-Driven Approach for Travel Time Prediction on Urban Road Sections and Its Application
    Zhou, Jinrong
    Huang, Min
    Qian, Yuxiang
    CICTP 2020: TRANSPORTATION EVOLUTION IMPACTING FUTURE MOBILITY, 2020, : 60 - 73
  • [22] Urban road travel time prediction based on gated recurrent unit using internet data
    Li, Rui
    Hao, Zhengbo
    Yang, Xia
    Yang, Xiaoguang
    Wang, Yizhe
    Su, Yuelong
    Dong, Zhenning
    IET INTELLIGENT TRANSPORT SYSTEMS, 2023, 17 (12) : 2396 - 2409
  • [23] An ensemble Method for Urban Travel Time Prediction
    Yi Xianfeng
    Yuan Hua
    2018 NINTH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN MEDICINE AND EDUCATION (ITME 2018), 2018, : 712 - 717
  • [24] A time series approach to arterial travel time modeling and prediction
    Yang, JS
    PROCEEDINGS OF THE EIGHTH IASTED INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL, 2005, : 149 - 154
  • [25] CALIBRATION OF TRAVEL TIME VARIABILITY ON HONG KONG ARTERIAL ROAD
    Chan, K. S.
    Feng, M. U.
    Lam, H. K.
    Lee, Jodie Y. S.
    Chen, Chi
    TRANSPORTMETRICA: ADVANCED METHODS FOR TRANSPORTATION STUDIES, 2004, : 159 - 167
  • [26] Short-term travel time prediction on urban road networks using massive ERI data
    Huang, Jing
    Zheng, Linjiang
    Qin, Jiangling
    Xia, Dong
    Chen, Li
    Sun, Dihua
    2019 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI 2019), 2019, : 582 - 588
  • [27] ESTIMATION OF TRAVEL TIME DISTRIBUTIONS IN CONGESTED URBAN ROAD NETWORKS
    Shi, Chaoyang
    Chen, Bi Yu
    Li, Qingquan
    Fang, Zhixiang
    TRANSPORTATION & LOGISTICS MANAGEMENT, 2012, : 623 - 630
  • [28] Road and travel time cross-validation for urban modelling
    Crosby, Henry
    Damoulas, Theodoros
    Jarvis, Stephen A.
    INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 34 (01) : 98 - 118
  • [29] Urban road interrupted flow travel time bimodal distribution
    Yang, Fan
    Yang, Xiaoguang
    Yun, Meiping
    Tongji Daxue Xuebao/Journal of Tongji University, 2014, 42 (02): : 259 - 265
  • [30] New Travel Time Reliability Methodology for Urban Arterial Corridors
    Tufuor, Ernest O. A.
    Rilett, Laurence R.
    TRANSPORTATION RESEARCH RECORD, 2021, 2675 (09) : 1106 - 1117