Title :
Interaction modeling in automotive applications: A cognitive approach
Author :
Ciardelli, Lorenzo ; Bixio, Luca ; Regazzoni, Carlo S.
Author_Institution :
Dept. of Biophys. & Electron. Eng., Univ. of Genoa, Genoa, Italy
Abstract :
In the last decade, the design of smart tools applied to the automotive sector is becoming more and more required to support driving tasks and to increase drivers´ safety. In this work, a system for the joint analysis of the on board/off board vehicle context is proposed to derive considerations on the driver´s behavior and to detect possible dangerous situations. In particular, a cognitive model is exploited to provide a representation of interactions among the driver, the vehicle and the surrounding environment. Preliminary studies and results are presented concerning such a cognitive approach and the representation of occurring events for situation assessment and management towards maintenance and increasing of driver´s safety.
Keywords :
cognition; driver information systems; intelligent sensors; automotive application; board vehicle context; cognitive model; dangerous situation; driver behavior; driver safety; interaction modeling; situation assessment; smart tool; Cameras; Context; Driver circuits; Intelligent vehicles; Safety; Sensors; Vehicles; Intelligent vehicles; interaction modeling; situation awareness; smart sensors;
Conference_Titel :
Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), 2011 IEEE First International Multi-Disciplinary Conference on
Conference_Location :
Miami Beach, FL
Print_ISBN :
978-1-61284-785-6
DOI :
10.1109/COGSIMA.2011.5753453