Title :
Research on correction method of traffic simulation model based on linear regression
Author :
Liguang Wang ; Zhijie Liu
Author_Institution :
Key Lab. of Inf. & Comput. Sci. of Guizhou Province, Guizhou Normal Univ., Guiyang, China
Abstract :
The research on parameter calibration of traffic simulation model plays an important role in whether a model can well reflect the real traffic situation of the road. Thus it can provide evidence indirectly to traffic management and control. In this paper, the data verified in the traffic simulation software VISSIM is compared with the measured data, then we know that the model parameters after correction can better reflect the actual situation of the road. The method can also be extended to other roads and intersections in the parameters correction of simulation model.
Keywords :
data handling; digital simulation; parameter estimation; regression analysis; traffic engineering computing; VISSIM simulation software; correction method; data verification; linear regression; parameter calibration; traffic simulation model; Calibration; Computational modeling; Linear regression; Mathematical model; Roads; Software; Traffic control; Linear regression; VISSIM; parameter correction; traffic simulation;
Conference_Titel :
Anti-Counterfeiting Security and Identification in Communication (ASID), 2010 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6731-0
DOI :
10.1109/ICASID.2010.5551503
