DocumentCode
3127367
Title
Estimation of shift parameter of headway distributions using crosscorrelation function method
Author
Chen, Jian ; Gupta, Jiwan
Author_Institution
Dept. of Civil Eng., Toledo Univ., OH, USA
fYear
1997
fDate
9-12 Nov 1997
Firstpage
741
Lastpage
746
Abstract
The headway distributions are key building blocks for microscopic traffic flow characteristics which involves in the safety, level of service, driver behavior, and capacity of a transportation system. Usually, theoretical headway distributions show shift patterns compared to measured headway distributions. Therefore, an evaluation of the magnitude of shift is important in microscopic traffic flow. A crosscorrelation function method is used to estimate shift parameter that matches measured relative frequency and theoretical relative frequency (density function) in an optimal manner. In a worked example, both simple shift model and complicated shift model are examined. In the simple shift model, shift value does not affect the estimated parameters of density function. The complicated shift model considers the effect of shift value on the estimated parameters of density function. In the worked example, using crosscorrelation function method, 0.4 second is selected as shift value for density function. It concludes that crosscorrelation method demonstrates simple and intuitive advantages over random selection of shift parameter
Keywords
automated highways; correlation methods; parameter estimation; 0.4 s; crosscorrelation function method; density function; headway distributions; microscopic traffic flow characteristics; relative frequency; shift parameter estimation; Civil engineering; Density functional theory; Density measurement; Frequency estimation; Frequency measurement; Intelligent vehicles; Microscopy; Parameter estimation; Signal processing; Time measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation System, 1997. ITSC '97., IEEE Conference on
Conference_Location
Boston, MA
Print_ISBN
0-7803-4269-0
Type
conf
DOI
10.1109/ITSC.1997.660566
Filename
660566
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