Motion Planning and Sensor-Guided Manoeuvre Generation for an Autonomous Vehicle

Laugier, Christian ; Garnier, Philippe ; Fraichard, Thierry ; Paromtchik, Igor ; Scheuer, Alexis

HAL, inria-00000020 / Harvested from HAL

Résumé

This paper deals with a novel motion control approach for a car-like vehicle evolving in a dynamic and partially known environment. After having briefly presented the overall architecture of the control system and the related Global Trajectory Planner, we will put the emphasis onto the Manoeuver Execution module and its inter-connections with the off-line and the on-line motion planning functions. The key idea of the approach is to plan and carry out sensor-guided manoeuvres: first, a nominal trajectory is generated using a reconstructed model of the world and a prediction of the most likely behaviors of the moving entities; then, the involved motion controls are generated and executed using a reactive scheme for taking into account the unforeseen events. This is done using local trajectories associated with some generic sensor-based manoeuvres. Such trajectories are planned on-line and immediately executed by the system. Experimental results obtained with our automatic car-like vehicle are presented for two types of manoeuvres: lane following/changing and autonomous parallel parking.

Détail

Publié le : 1998-07-05
Classification:  motion execution,  motion planning,  control architecture,  vehicle,  non-holonomic system,  [INFO.INFO-RO]Computer Science [cs]/Operations Research [cs.RO],  [INFO.INFO-AR]Computer Science [cs]/Hardware Architecture [cs.AR],  [INFO.INFO-CG]Computer Science [cs]/Computational Geometry [cs.CG],  [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI],  [MATH.MATH-FA]Mathematics [math]/Functional Analysis [math.FA],  [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]