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