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
Link To Document :
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