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
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;
Conference_Titel :
Informatics in Control, Automation and Robotics (CAR), 2010 2nd International Asia Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5192-0
Electronic_ISBN :
1948-3414
DOI :
10.1109/CAR.2010.5456823