Title :
Adapting to non-uniform resource distributions in robotic swarm foraging through work-site relocation
Author :
Lein, Adam ; Vaughan, Richard T.
Author_Institution :
Autonomy Lab., Simon Fraser Univ., Burnaby, BC, Canada
Abstract :
We describe a simple controller for swarms of foraging robots that reduces mutual spatial interference and adapts to non-uniform resource distributions. We discuss several sources of such non-uniformity, and show that some non-uniform distributions are not well-handled by previously described foraging schemes. Our new method adapts each robot´s work site size and location during run time, to reflect the distribution encountered. The controller is very scalable, using only local information and no explicit communication. Simulation studies demonstrate the method´s effectiveness.
Keywords :
multi-robot systems; foraging robots; local information; mutual spatial interference; nonuniform distribution; nonuniform resource distribution; robotic swarm foraging; work-site relocation; Control systems; Insects; Intelligent robots; Interference; Multirobot systems; Navigation; Orbital robotics; Resource management; Robot kinematics; USA Councils;
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.2009.5354693