The Architecture of GRPP: A Flexible Generic Reactive Path-Planner for Mobile Robots

F.M. Marchese (Italy)

Keywords

Mobile Robotics, Pathplanning, Cellular Automata

Abstract

The aim of this paper is to describe the architecture of a Reactive Path Planner(GRPP) for Mobile Robots based on the paradigm of Cellular Automata. It works on flat (Eu clidean) Workspace or on natural variable terrains. The environment and the robot shape representations are dis tributed. Because of these characteristics, the planner re sults to be very flexible, handling robots with quite different kinematics (omnidirectional, car-like, asymmetrical, etc.), with generic shapes (even with concavities and holes) and with generic cinematic center positions. The underlying algorithm is based on a Potential Fields Method, using an anisotropic propagation of potentials on a non-Euclidean manifold. The collision-free trajectories are found follow ing the minimum valley of the potential hypersurface em bedded in a 4D space. Thanks to the Multilayered Cellular Automata architecture, it turns out to be very fast, complete and optimal, allowing to react to the world dynamics (reac tive planning), generating new optimal solutions every time the external conditions changes.

Important Links:



Go Back