Estimation of Travel Time Reliability Using Wi-Fi Detections on an Urban Arterial Road

被引:0
作者
Singh, Vikram [1 ]
Gore, Ninad [2 ]
Arkatkar, Shriniwas [3 ]
机构
[1] Indian Inst Technol, Roorkee 247667, India
[2] Toronto Metropolitan Univ, Toronto, ON M5B 2K3, Canada
[3] Sardar Vallabhbhai Natl Inst Technol, Surat 395007, India
来源
TRAFFIC AND GRANULAR FLOW 2022, TGF 2022 | 2024年 / 443卷
关键词
Wi-Fi Sensors; Travel Time Variability; Travel Time Reliability;
D O I
10.1007/978-981-99-7976-9_55
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study examines the variations in travel time and travel time reliability on an urban arterial route in Chennai, India, by using Wi-Fi detections. The travel time data was collected over a seven-week period using three Wi-Fi sensors. The study used Generalized Extreme Value (GEV) distribution to analyze travel time variations and found it to be the best fit for the data. It was found that the time of day (TOD), day of the week (DOW), and direction of travel (DOT) have a significant impact on travel time variations. The consistency of these variations is better measured through travel time reliability (TTR) measures. Disaggregate level comparisons of selected TTR measures were carried out to analyze TTR by TOD, DOW and DOT. For a given TOD, weekends are more reliable compared to weekdays. Similarly off-peak hours for a given a DOW were reliable than peak and off-peak hours. Additionally, TTR measures also revealed significant distinctions between segments, which can be attributed to varying traffic flow conditions.
引用
收藏
页码:447 / 454
页数:8
相关论文
共 50 条
  • [31] Stream travel time reliability using GPS-equipped probe vehicles
    Banik S.
    Kumar B.A.
    Vanajakshi L.
    Current Science, 2022, 123 (09): : 1107 - 1116
  • [32] Travel time reliability as a level of service measure for urban and inter-urban corridors in India
    Bharti, Anish Kumar
    Sekhar, Ch. Ravi
    Chandra, Satish
    CURRENT SCIENCE, 2018, 114 (09): : 1913 - 1922
  • [33] Assessing the effect of a light rail transit system on road traffic travel time reliability
    Mathew, Sonu
    Pulugurtha, Srinivas S.
    PUBLIC TRANSPORT, 2020, 12 (02) : 313 - 333
  • [34] Analyzing travel time belief reliability in road network under uncertain random environment
    Yang, Yi
    Huang, Siyu
    Wen, Meilin
    Chen, Xiao
    Zhang, Qingyuan
    Liu, Wei
    SOFT COMPUTING, 2021, 25 (15) : 10053 - 10065
  • [35] A bi-objective user equilibrium model of travel time reliability in a road network
    Wang, Judith Y. T.
    Ehrgott, Matthias
    Chen, Anthony
    TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2014, 66 : 4 - 15
  • [36] Assessing the effect of a light rail transit system on road traffic travel time reliability
    Sonu Mathew
    Srinivas S. Pulugurtha
    Public Transport, 2020, 12 : 313 - 333
  • [37] Analyzing travel time belief reliability in road network under uncertain random environment
    Yi Yang
    Siyu Huang
    Meilin Wen
    Xiao Chen
    Qingyuan Zhang
    Wei Liu
    Soft Computing, 2021, 25 : 10053 - 10065
  • [38] Evaluation of Road Network Total Travel Time Reliability Based on Fourth-moment
    Li X.-J.
    Liu L.-Z.
    Mu H.-B.
    Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology, 2019, 19 (01): : 145 - 150
  • [39] Estimating travel time reliability in urban areas through a dynamic simulation model
    Torrisi, Vincenza
    Ignaccolo, Matteo
    Inturri, Giuseppe
    20TH EURO WORKING GROUP ON TRANSPORTATION MEETING, EWGT 2017, 2017, 27 : 857 - 864
  • [40] Modeling Time-Varying Variability and Reliability of Freeway Travel Time Using Functional Principal Component Analysis
    Chiou, Jeng-Min
    Liou, Han-Tsung
    Chen, Wan-Hui
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 22 (01) : 257 - 266