Title :
Driving behavior correction in human-vehicle interaction based on Dynamic Window Approach
Author :
Yue Kang ; Alves de Lima, Danilo ; Correa Victorino, Alessandro
Author_Institution :
Heudiasyc, Univ. de Technol. de Compiegne, Compiegne, France
Abstract :
This paper presents the approach of an applicable safety driving methodology for human drivers with focus on human-vehicle interaction. The approach is based on Dynamic Window Approach (DWA) in co-operation with perception of the obstacles. The human driving behaviors are modelled for the design of controller, refined by referential paths using evasive trajectory model, where linear and angular velocities are limited and corrected by DWA which performed as an obstacle avoidance strategy. Results of trajectory following and obstacle avoidance are compared with the Visual Servoing (VS) controller as a corresponding approach of autonomous control pattern.
Keywords :
collision avoidance; driver information systems; interactive systems; pattern recognition; road safety; road traffic control; velocity control; visual servoing; DWA; VS controller; angular velocities; autonomous control pattern; driving behavior correction; dynamic window approach; human-vehicle interaction; linear velocities; obstacle avoidance; safety driving methodology; visual servoing controller; Angular velocity; Collision avoidance; Roads; Robots; Trajectory; Vehicle dynamics; Vehicles; Driving Safety; Dynamic Window Approach; Human Driving Behavior; Human-Vehicle Interaction;
Conference_Titel :
Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 2014 IEEE 4th Annual International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4799-3668-7
DOI :
10.1109/CYBER.2014.6917512