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
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