Measurement and estimation of traffic oscillation properties

被引:94
作者
Li, Xiaopeng [1 ]
Peng, Fan [1 ]
Ouyang, Yanfeng [1 ]
机构
[1] Univ Illinois, Dept Civil & Environm Engn, Urbana, IL 61801 USA
基金
美国国家科学基金会;
关键词
Traffic oscillation; Periodicity; Magnitude; Frequency spectrum analysis; Detector data; Vehicle trajectory; OPTIMAL VELOCITY MODEL; CAR-FOLLOWING MODEL; FEATURES; ORGANIZATION;
D O I
10.1016/j.trb.2009.05.003
中图分类号
F [经济];
学科分类号
02 ;
摘要
The paper proposes a frequency spectrum analysis approach to improve measurements of traffic oscillation properties (e.g., periodicity. magnitude) from field data. The approach builds on standard signal processing techniques to effectively distinguish useful oscillation information from noise and nonstationary traffic trends. Compared with conventional time-domain methods, the proposed methodology systematically provides a range of information on oscillation properties. This paper also shows how to estimate oscillations experienced by drivers using detector data. Applications to real-world data from two sites show that the dominant oscillation period remains relatively invariant at each site when an oscillation propagates. Although the average oscillation periods displayed in detector data significantly vary across sites. the range of oscillations experienced by drivers are found to be more consistent. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1 / 14
页数:14
相关论文
共 36 条
  • [31] Structure of the transition zone behind freeway queues
    Muñoz, JC
    Daganzo, CF
    [J]. TRANSPORTATION SCIENCE, 2003, 37 (03) : 312 - 329
  • [32] Single-vehicle data of highway traffic: A statistical analysis
    Neubert, L
    Santen, L
    Schadschneider, A
    Schreckenberg, M
    [J]. PHYSICAL REVIEW E, 1999, 60 (06): : 6480 - 6490
  • [33] MOSAIC ORGANIZATION OF DNA NUCLEOTIDES
    PENG, CK
    BULDYREV, SV
    HAVLIN, S
    SIMONS, M
    STANLEY, HE
    GOLDBERGER, AL
    [J]. PHYSICAL REVIEW E, 1994, 49 (02): : 1685 - 1689
  • [34] Generalized optimal velocity model for traffic flow
    Sawada, S
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2002, 13 (01): : 1 - 12
  • [35] Some observed details of freeway traffic evolution
    Windover, JR
    Cassidy, MJ
    [J]. TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2001, 35 (10) : 881 - 894
  • [36] A new car-following model: full velocity and acceleration difference model
    Zhao, X
    Gao, Z
    [J]. EUROPEAN PHYSICAL JOURNAL B, 2005, 47 (01) : 145 - 150