DocumentCode
2251376
Title
The method of traffic congestion identification and spatial and temporal dispersion range estimation
Author
Jiang, Guiyan ; Niu, Shifeng ; Chang, Ande ; Meng, Zhiqiang ; Zhang, Chunqin
Author_Institution
State Key Lab. of Automotive Dynamic Simulation, Jilin Univ., Changchun, China
Volume
1
fYear
2010
fDate
6-7 March 2010
Firstpage
36
Lastpage
39
Abstract
In order to improve the efficiency of traffic congestion detection algorithm, this paper proposes a method for application in traffic congestion identification and dispersion range estimation using gain methodology. The traffic data containing volume, speed and occupancy for testing were obtained from a real section and simulation system. The performance of automatic congestion identification (ACI) method and spatial-temporal dispersion range estimation (ACDE) method are evaluated using real and simulation data. The experimental results indicate that the proposed ACI method produced satisfactory DR with deemed acceptable FAR using traffic data of three time scales. The ACDE method is suitable for estimating spatial-temporal dispersion range and produce satisfactory average accuracy.
Keywords
road traffic; automatic congestion identification method; data traffic; gain methodology; spatial-temporal dispersion range estimation; traffic congestion identification; Algorithm design and analysis; Automatic control; Demand forecasting; Design methodology; Roads; Robotics and automation; State estimation; Telecommunication traffic; Traffic control; Transportation; intelligent transportation systems; spatial-temporal dispersion range; traffic congestion;
fLanguage
English
Publisher
ieee
Conference_Titel
Informatics in Control, Automation and Robotics (CAR), 2010 2nd International Asia Conference on
Conference_Location
Wuhan
ISSN
1948-3414
Print_ISBN
978-1-4244-5192-0
Electronic_ISBN
1948-3414
Type
conf
DOI
10.1109/CAR.2010.5456823
Filename
5456823
Link To Document