Title :
A Path Planning System based on 3D Occlusion Detection for Lunar Exploration Rovers
Author :
Mora, Andres ; Nagatani, Keiji ; Yoshida, Kazuya ; Chacin, Marco
Author_Institution :
Dept. of Aerosp. Eng., Tohoku Univ., Sendai, Japan
Abstract :
In this paper, the authors present a path planing system for autonomous navigation of lunar/planetary rover. In the path planner, candidate paths are generated and evaluated by multiple criteria including occlusion index, terrain roughness/inclination indices. The proposed system considers the occlusion effect produced by obstacles present in the inspected environment and the features of the environment itself. An algorithm that computes the next sensing position within the map is introduced as part of the system presented. The different components of the system and their interactions are explained thoroughly. Simulation and experimental results where the proposed system is implemented are presented.
Keywords :
computer graphics; object detection; path planning; planetary rovers; robot vision; terrain mapping; 3D occlusion detection; autonomous navigation; lunar exploration rovers; occlusion index; path planning system; planetary rover; terrain inclination indices; terrain roughness indices; Laser radar; Mars; Moon; Navigation; Orbital robotics; Path planning; Robot sensing systems; Satellites; Space missions; Vehicles; 3D mapping; occlusion; planetary rover;
Conference_Titel :
Space Mission Challenges for Information Technology, 2009. SMC-IT 2009. Third IEEE International Conference on
Conference_Location :
Pasadena, CA
Print_ISBN :
978-0-7695-3637-8
DOI :
10.1109/SMC-IT.2009.59