• DocumentCode
    2251376
  • Title

    The method of traffic congestion identification and spatial and temporal dispersion range estimation

  • Author

    Jiang, Guiyan ; Niu, Shifeng ; Chang, Ande ; Meng, Zhiqiang ; Zhang, Chunqin

  • Author_Institution
    State Key Lab. of Automotive Dynamic Simulation, Jilin Univ., Changchun, China
  • Volume
    1
  • fYear
    2010
  • fDate
    6-7 March 2010
  • Firstpage
    36
  • Lastpage
    39
  • Abstract
    In order to improve the efficiency of traffic congestion detection algorithm, this paper proposes a method for application in traffic congestion identification and dispersion range estimation using gain methodology. The traffic data containing volume, speed and occupancy for testing were obtained from a real section and simulation system. The performance of automatic congestion identification (ACI) method and spatial-temporal dispersion range estimation (ACDE) method are evaluated using real and simulation data. The experimental results indicate that the proposed ACI method produced satisfactory DR with deemed acceptable FAR using traffic data of three time scales. The ACDE method is suitable for estimating spatial-temporal dispersion range and produce satisfactory average accuracy.
  • Keywords
    road traffic; automatic congestion identification method; data traffic; gain methodology; spatial-temporal dispersion range estimation; traffic congestion identification; Algorithm design and analysis; Automatic control; Demand forecasting; Design methodology; Roads; Robotics and automation; State estimation; Telecommunication traffic; Traffic control; Transportation; intelligent transportation systems; spatial-temporal dispersion range; traffic congestion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatics in Control, Automation and Robotics (CAR), 2010 2nd International Asia Conference on
  • Conference_Location
    Wuhan
  • ISSN
    1948-3414
  • Print_ISBN
    978-1-4244-5192-0
  • Electronic_ISBN
    1948-3414
  • Type

    conf

  • DOI
    10.1109/CAR.2010.5456823
  • Filename
    5456823