DocumentCode :
2541320
Title :
Communication assisted navigation in robotic swarms: Self-organization and cooperation
Author :
Ducatelle, Frederick ; Caro, Gianni A Di ; Pinciroli, Carlo ; Mondada, Francesco ; Gambardella, Luca
Author_Institution :
IDSIA, USI, Manno-Lugano, Switzerland
fYear :
2011
fDate :
25-30 Sept. 2011
Firstpage :
4981
Lastpage :
4988
Abstract :
We present a communication based navigation algorithm for robotic swarms. It lets robots guide each other´s navigation by exchanging messages containing navigation information through the wireless network formed among the swarm. We study the use of this algorithm in two different scenarios. In the first scenario, the swarm guides a single robot to a target, while in the second, all robots of the swarm navigate back and forth between two targets. In both cases, the algorithm provides efficient navigation, while being robust to failures of robots in the swarm. Moreover, we show that in the latter case, the system lets the swarm self-organize into a robust dynamic structure. This self-organization further improves navigation efficiency, and is able to find shortest paths in cluttered environments. We test our system both in simulation and on real robots.
Keywords :
multi-robot systems; path planning; radio networks; communication assisted navigation; communication based navigation algorithm; cooperation; robotic swarms; self-organization; wireless network; Delay; Entropy; Navigation; Organizations; Robot kinematics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
Conference_Location :
San Francisco, CA
ISSN :
2153-0858
Print_ISBN :
978-1-61284-454-1
Type :
conf
DOI :
10.1109/IROS.2011.6094454
Filename :
6094454
Link To Document :
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