Title :
Distributed Multirobot Exploration and Mapping
Author :
Fox, Dieter ; Ko, Jonathan ; Konolige, Kurt ; Limketkai, Benson ; Schulz, Dirk ; Stewart, Benjamin
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of Washington, Seattle, WA
fDate :
7/1/2006 12:00:00 AM
Abstract :
Efficient exploration of unknown environments is a fundamental problem in mobile robotics. We present an approach to distributed multirobot mapping and exploration. Our system enables teams of robots to efficiently explore environments from different, unknown locations. In order to ensure consistency when combining their data into shared maps, the robots actively seek to verify their relative locations. Using shared maps, they coordinate their exploration strategies to maximize the efficiency of exploration. This system was evaluated under extremely realistic real-world conditions. An outside evaluation team found the system to be highly efficient and robust. The maps generated by our approach are consistently more accurate than those generated by manually measuring the locations and extensions of rooms and objects
Keywords :
collision avoidance; mobile robots; motion control; multi-robot systems; distributed multirobot exploration; distributed multirobot mapping; mobile robots; object locations; simultaneous localization and mapping; Centralized control; Computer science; Indoor environments; Merging; Mobile robots; Orbital robotics; Robot kinematics; Robustness; Simultaneous localization and mapping; Space exploration; Exploration; mapping; multirobot; simultaneous localization and mapping (SLAM);
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/JPROC.2006.876927