TY  - JOUR
PY  - 2006//
TI  - Modeling pipeline driving behaviors: hidden Markov model approach
JO  - Transportation research record
A1  - Xi, Z
A1  - Levinson, David M.
SP  - 16
EP  - 23
VL  - 1980
IS  - 
N2  - Driving behaviors at intersections are complex. At intersections, drivers face more traffic events than elsewhere and are thus exposed to more potential errors with safety consequences. Drivers make real-time responses in a stochastic manner. This study used hidden Markov models (HMMs) to model the driving behavior of through-going vehicles on major roads at intersections. Observed vehicle movement data were used to estimate the model. A single HMM was used to cluster movements when vehicles were close to the intersection. The reestimated clustered HMMs could more accurately predict vehicle movements compared with traditional car-following models.<p />
LA  - en
SN  - 0361-1981
UR  - http://dx.doi.org/
ID  - ref1
ER  -