• DocumentCode
    466973
  • Title

    Application and Analysis of Time Domain Cross Correlation for Traffic Flow Speed Measurement

  • Author

    Wang, Lichao ; Lu, Qiyong ; Chen, Xi

  • Author_Institution
    Fudan Univ., Shanghai
  • Volume
    2
  • fYear
    2007
  • fDate
    July 30 2007-Aug. 1 2007
  • Firstpage
    274
  • Lastpage
    279
  • Abstract
    Radars are common means to measure vehicle speed. They are fast and accurate, however measure only instantaneous velocity not speed of the traffic flow. Therefore they are not suitable to help determine the busy degree of traffic. A novel method of traffic flow speed measurement using video based on time domain cross correlation is introduced. It provides ´flow speed´, a much better parameter determining whether there is a traffic jam or how fast one can cover that road under the observed situation. With regard to the ´False-Peak´ problem, effect of the sequence length on correlation result is presented, together with formulas used to calculate proper sequence length both accurately and approximately. Test results demonstrate the signification of sequence length on improving cross correlation result and good accuracy suitable for estimation of road busy degree.
  • Keywords
    automated highways; correlation methods; road traffic; time-domain analysis; velocity measurement; video signal processing; false-peak problem; intelligent traffic system; time domain cross correlation; traffic flow speed measurement; traffic jam; traffic management; video based on time domain; Fluid flow measurement; Radar measurements; Road transportation; Road vehicles; Signal processing; Software engineering; Testing; Time domain analysis; Time measurement; Velocity measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, 2007. SNPD 2007. Eighth ACIS International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-0-7695-2909-7
  • Type

    conf

  • DOI
    10.1109/SNPD.2007.339
  • Filename
    4287692