TY - JOUR
T1 - Queuing network modeling of driver lateral control with or without a cognitive distraction task
AU - Bi, Luzheng
AU - Gan, Guodong
AU - Shang, Junxing
AU - Liu, Yili
PY - 2012
Y1 - 2012
N2 - In this paper, we propose a computational model of driver lateral control based on the queuing network cognitive architecture and the driver preview model about driver lateral control activities. This computational model was applied to model the dual tasks of driving with a cognitive distraction task. The comparison between human driver data and model simulation data shows that this computational model can perform vehicle lateral control well, and its performance is consistent with that of drivers under single-and dual-task driving conditions. Furthermore, we examine the effectiveness of some parameters of the model in representing different styles of driving and discuss the value of this computational model in facilitating the evaluation of vehicle dynamics and driver assistant systems and providing new insights into research on unmanned vehicle control techniques.
AB - In this paper, we propose a computational model of driver lateral control based on the queuing network cognitive architecture and the driver preview model about driver lateral control activities. This computational model was applied to model the dual tasks of driving with a cognitive distraction task. The comparison between human driver data and model simulation data shows that this computational model can perform vehicle lateral control well, and its performance is consistent with that of drivers under single-and dual-task driving conditions. Furthermore, we examine the effectiveness of some parameters of the model in representing different styles of driving and discuss the value of this computational model in facilitating the evaluation of vehicle dynamics and driver assistant systems and providing new insights into research on unmanned vehicle control techniques.
KW - Cognitive distraction
KW - driver lateral control
KW - multitask modeling of driving
KW - queuing network (QN)
UR - http://www.scopus.com/inward/record.url?scp=84870479369&partnerID=8YFLogxK
U2 - 10.1109/TITS.2012.2204255
DO - 10.1109/TITS.2012.2204255
M3 - Article
AN - SCOPUS:84870479369
SN - 1524-9050
VL - 13
SP - 1810
EP - 1820
JO - IEEE Transactions on Intelligent Transportation Systems
JF - IEEE Transactions on Intelligent Transportation Systems
IS - 4
M1 - 6227355
ER -