Title :
Energy constrained trajectory generation for ADAS
Author :
Daniel, Jérémie ; Birouche, Abderazik ; Lauffenburger, Jean-Philippe ; Basset, Michel
Author_Institution :
Modelisation Intell. Processus Syst. (MIPS) Lab., Mulhouse, France
Abstract :
This paper presents a new constrained trajectory generation method dedicated to Advanced Driver Assistance Systems (ADAS). Based on the information provided by the digital map database of a navigation system, and considering different constraints related to the road profile, the vehicle and the driver, a convex optimization algorithm generates specific Spline-based trajectories. Characteristically, these trajectories are safe, they stay within the traffic lane borders, at the same time minimize an energy criterion along the path, and finally, they are curvature continuous. The present solution has been tested on several roads and the results show the efficiency of the energy constrained trajectory generation method.
Keywords :
cartography; convex programming; driver information systems; ADAS; advanced driver assistance systems; convex optimization algorithm; digital map database; energy constrained trajectory generation method; energy criterion; navigation system; Constraint optimization; Control systems; Databases; Intelligent vehicles; Navigation; Road vehicles; Testing; Trajectory; USA Councils; Vehicle driving;
Conference_Titel :
Intelligent Vehicles Symposium (IV), 2010 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-7866-8
DOI :
10.1109/IVS.2010.5548110