TY - GEN
T1 - Dangerous driving event analysis system by a cascaded fuzzy reasoning Petri net
AU - Fang, C. Y.
AU - Hsueh, H. L.
AU - Chen, S. W.
PY - 2006
Y1 - 2006
N2 - This study applies a modified cascaded fuzzy reasoning Petri net (CFRPN) model to analyze dangerous driving events on a freeway. The dangerous driving events can be divided into two groups: (1) the interaction between a driver's vehicle and the road environment, and (2) the interaction between a driver's vehicle and nearby vehicles. These two classes of driving events may occur simultaneously and lead to certain serious traffic situations. The proposed system analyzes these two kinds of events determines dangerous situations from data collected by various sensors. Since collecting real driving event data on freeway is dangerous and time consuming, a data generation system is developed to generate the experimental data. Such data can help evaluate the performance of the proposed analysis system. Finally, experimental results show that the proposed system is accurate and robust.
AB - This study applies a modified cascaded fuzzy reasoning Petri net (CFRPN) model to analyze dangerous driving events on a freeway. The dangerous driving events can be divided into two groups: (1) the interaction between a driver's vehicle and the road environment, and (2) the interaction between a driver's vehicle and nearby vehicles. These two classes of driving events may occur simultaneously and lead to certain serious traffic situations. The proposed system analyzes these two kinds of events determines dangerous situations from data collected by various sensors. Since collecting real driving event data on freeway is dangerous and time consuming, a data generation system is developed to generate the experimental data. Such data can help evaluate the performance of the proposed analysis system. Finally, experimental results show that the proposed system is accurate and robust.
KW - Active driver assistance system
KW - Driving event analysis
KW - Fuzzy reasoning Petri net
UR - https://www.scopus.com/pages/publications/41849097070
UR - https://www.scopus.com/pages/publications/41849097070#tab=citedBy
U2 - 10.1109/itsc.2006.1706764
DO - 10.1109/itsc.2006.1706764
M3 - Conference contribution
AN - SCOPUS:41849097070
SN - 1424400945
SN - 9781424400942
T3 - IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
SP - 337
EP - 342
BT - Proceedings of ITSC 2006
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2006 IEEE Intelligent Transportation Systems Conference, ITSC 2006
Y2 - 17 September 2006 through 20 September 2006
ER -