DocumentCode :
495927
Title :
A reliable distributed algorithm for group size estimation with minimal communication requirements
Author :
Brambilla, Manuele ; Pinciroli, Carlo ; Birattari, Mauro ; Dorigo, Marco
Author_Institution :
Univ. Libre de Bruxelles, Brussels, Belgium
fYear :
2009
fDate :
22-26 June 2009
Firstpage :
1
Lastpage :
6
Abstract :
This study proposes a method that lets individual robots in a group estimate the size of the group in a distributed manner. The process is loosely based on the signaling behavior of fireflies and crickets. Holland et al. first devised a method based on local robot signaling to estimate the group´s size. Each robot emits a signal and can perceive the signals of neighboring robots in close proximity. Following the approach of Holland et al., our robots count the number of emitted signals over a suitably defined period of time. Experiments show that the estimates calculated with Holland et al.´s method display a great deal of noise. We modify their method so as to sensibly stabilize the output. We assess the quality of our method through extensive simulation-based experiments.
Keywords :
estimation theory; multi-robot systems; signal processing; distributed algorithm; group size estimation; minimal communication requirements; robot signaling behavior; simulation-based experiments; swarm robotics; Displays; Distributed algorithms; Orbital robotics; Parallel robots; Redundancy; Robot kinematics; Robot sensing systems; Robust stability; Signal processing; Switches;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Robotics, 2009. ICAR 2009. International Conference on
Conference_Location :
Munich
Print_ISBN :
978-1-4244-4855-5
Electronic_ISBN :
978-3-8396-0035-1
Type :
conf
Filename :
5174691
Link To Document :
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