Range-dependent Terrain Mapping and Multipath Planning using Cylindrical Coordinates for a Planetary Exploration Rover

• Published in: Journal of field robotics Vol. 30; no. 4; pp. 536 - 551
• Main Authors: Ishigami, Genya, Otsuki, Masatsugu, Kubota, Takashi
• Format: Journal Article
• Language: English
• Published: Hoboken Blackwell Publishing Ltd 01.07.2013; Wiley Subscription Services, Inc
• Subjects: Cylindrical coordinates; Elevation; Lidar; Representations; Sensors; Studies; Terrain; Terrain mapping; Weighting
• ISSN: 1556-4959; 1556-4967; 1556-4967
• DOI: 10.1002/rob.21462

This paper presents terrain mapping and path‐planning techniques that are key issues for autonomous mobility of a planetary exploration rover. In this work, a LIDAR (light detection and ranging) sensor is used to obtain geometric information on the terrain. A point cloud of the terrain feature provided from the LIDAR sensor is usually converted to a digital elevation map. A sector‐shaped reference grid for the conversion process is proposed in this paper, resulting in an elevation map with cylindrical coordinates termed as C2DEM. This conversion approach achieves a range‐dependent resolution for the terrain mapping: a detailed terrain representation near the rover and a sparse representation far from the rover. The path planning utilizes a cost function composed of terrain inclination, terrain roughness, and path length indices, each of which is subject to a weighting factor. The multipath planning developed in this paper first explores possible sets of weighting factors and generates multiple candidate paths. The most feasible path is then determined by a comparative evaluation between the candidate paths. Field experiments with a rover prototype at a Lunar/Martian analog site were performed to confirm the feasibility of the proposed techniques, including the range‐dependent terrain mapping with C2DEM and the multipath‐planning method.