Title :
Compact Modeling Technique for Outdoor Navigation
Author :
Castejón, Cristina ; Blanco, Dolores ; Moreno, Luis
Author_Institution :
Univ. Carlos III of Madrid, Madrid
Abstract :
In this paper, a new methodology to build compact local maps in real time for outdoor robot navigation is presented. The environment information is obtained from a 3-D scanner laser. The navigation model, which is called traversable region model, is based on a Voronoi diagram technique, but adapted to large outdoor environments. The model obtained with this methodology allows a definition of safe trajectories that depend on the robot´s capabilities and the terrain properties, and it will represent, in a topogeometric way, the environment as local and global maps. The application presented is validated in real outdoor environments with the robot called GOLIAT.
Keywords :
computational geometry; mobile robots; path planning; 3D scanner laser; GOLIAT; Voronoi diagram technique; compact modeling technique; outdoor robot navigation; traversable region model; Global Positioning System; Helium; Indoor environments; Laser modes; Mobile robots; Navigation; Robot sensing systems; Terrain mapping; Trajectory; Transmission line measurements; 3-D scanner laser; Navigation map; outdoor; robot mapping; traversability;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/TSMCA.2007.904786