Title :
A study on designing driver´s operation support system using driving environment-driver-vehicle interaction model
Author_Institution :
Nissan Motor Co. Ltd., Kanagawa, Japan
Abstract :
Proposes a model of driving environment, driver and vehicle behavior interaction as a tool for analyzing and designing a vehicle controller and vehicle control characteristics adapted to the driving environment and the driver´s intentions. This interaction model incorporates transitions representing knowledge of the driver´s particular cognitive characteristics. These transitions are expressed using an extended Petri net description method and are adopted among the model rules describing driver behavior. The hierarchical fuzzy integral (HFI) is used as a multipurpose decision-making technique that allows explicit treatment of the driving environment, vehicle behavior and the driver´s intentions. The characteristic of the driver´s cognition of the driving environment is treated as affordance. As an example, a control procedure designed with the proposed model is applied to automatic engine braking control during downhill coasting. The simulation results show good agreement with driving test results
Keywords :
decision theory; digital simulation; fuzzy set theory; integral equations; psychology; road vehicles; automatic engine braking control; cognitive characteristics; downhill coasting; driver´s cognition; driver´s intentions; driver´s operation support system; driving environment-driver-vehicle interaction model; driving test; hierarchical fuzzy integral; multipurpose decision-making technique; vehicle behavior; vehicle control characteristics; vehicle controller; Automatic control; Cognition; Cognitive science; Control systems; Decision making; Gears; Humans; Man machine systems; Vehicle driving; Vehicle dynamics;
Conference_Titel :
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4863-X
DOI :
10.1109/FUZZY.1998.687479