DocumentCode
2795629
Title
Chaotic property research for freeway traffic flow
Author
Yu-mei, Zhang ; Shi-ru, Qu
Author_Institution
Dept. of Autom. Control, Northwestern Polytech. Univ., Xi´´an, China
fYear
2009
fDate
17-19 June 2009
Firstpage
1840
Lastpage
1843
Abstract
Based on Greenshields´ model, this paper constructs a dynamic discrete traffic flow model with the form of logistic map and presents dynamic analysis for this model. By taking the occupancy as the model variable and the ratio of free flow speed to average speed as the control parameter of the model, we theoretically analyze the different traffic flow condition and the producing and transformation mechanism of chaos for freeway traffic flow. At last, we employ the largest Lyapunov exponent and power spectrum technique to estimate chaos for the real measured freeway traffic flow series so as to validate the chaotic property of freeway traffic flow series.
Keywords
Lyapunov matrix equations; discrete systems; road traffic; traffic control; Greenshields model; Lyapunov exponent; chaotic property; dynamic discrete traffic flow model; freeway traffic flow; logistic map; power spectrum technique; Bifurcation; Chaos; Electronic mail; Equations; Fluid flow measurement; Logistics; Performance evaluation; Power measurement; Power system modeling; Traffic control; Chaos; Dynamic Discrete Model; Logistic Map; Traffic Flow;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location
Guilin
Print_ISBN
978-1-4244-2722-2
Electronic_ISBN
978-1-4244-2723-9
Type
conf
DOI
10.1109/CCDC.2009.5192591
Filename
5192591
Link To Document