• DocumentCode
    2840716
  • Title

    Urban traffic complex network hub node analysis and signal control optimization strategy research

  • Author

    Li, Wang ; Shiyin, Pan ; Yongzhong, Zhang ; Zhengxi, Li

  • Author_Institution
    Beijing Key Lab. of Fieldbus & Autom., North China Univ. of Technol., Beijing, China
  • fYear
    2010
  • fDate
    26-28 May 2010
  • Firstpage
    4172
  • Lastpage
    4175
  • Abstract
    It is very important to select hub nodes or key junctions before urban traffic signal control system (SCOOT or SCATS) divides control sub-areas. Usually, traffic flow and link numbers are used as indexes to find out which hub nodes are in urban traffic network. However, these indexes could not reflect the traffic network topology characteristics like free scale features which are very helpful to protect the effectiveness of regional traffic signal control system under `intentional attack´ of traffic incidents. In this paper, new method of node importance analysis, hub node selection and application of urban traffic complex network is discussed. Firstly, urban traffic network is abstracted as weighted complex traffic network using junction as node and travel expense (travel time) as link weight. Secondly, using network cohesion as index, weighted node contraction method is applied to evaluate the importance of node and effective results are shown applying it on simulation network. Finally, based on hub node selection, SCATS system optimization strategies are also illustrated.
  • Keywords
    optimisation; road traffic; signal processing; traffic control; SCATS system optimization; SCOOT; hub node selection; network cohesion; node importance analysis; signal control optimization; traffic network topology characteristic; urban traffic complex network hub node analysis; urban traffic signal control system; weighted complex traffic network; weighted node contraction method; Automatic control; Communication system traffic control; Complex networks; Control systems; Costs; Network topology; Roads; Signal analysis; Telecommunication traffic; Traffic control; nodes importance; traffic complex network; traffic control optimize; weighted node contraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2010 Chinese
  • Conference_Location
    Xuzhou
  • Print_ISBN
    978-1-4244-5181-4
  • Electronic_ISBN
    978-1-4244-5182-1
  • Type

    conf

  • DOI
    10.1109/CCDC.2010.5498407
  • Filename
    5498407