Title :
Event-driven loop closure in multi-robot mapping
Author :
Calleja, Teresa A Vidal ; Berger, Cyrille ; Lacroix, Simon
Abstract :
A large-scale mapping approach is combined with multiple robots events to achieve cooperative mapping. The mapping approach used is based on hierarchical SLAM -global level and local maps-, which is generalized for the multi-robot case. In particular, the consequences of multi-robot loop closing events (common landmarks detection and relative pose measurement between robots) are analyzed and managed at a global level. We present simulation results for each of these events using aerial and ground robots, and experimental results obtained with ground robots.
Keywords :
SLAM (robots); closed loop systems; multi-robot systems; path planning; aerial robots; cooperative mapping; event-driven loop closure; ground robots; hierarchical SLAM; landmarks detection; multi-robot mapping; relative pose measurement; simultaneous localization and mapping; Discrete event simulation; Event detection; Intelligent robots; Large-scale systems; Merging; Particle measurements; Robot kinematics; Simultaneous localization and mapping; USA Councils; Vehicles;
Conference_Titel :
Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-3803-7
Electronic_ISBN :
978-1-4244-3804-4
DOI :
10.1109/IROS.2009.5354335