DocumentCode :
399326
Title :
Coherent swarming from local interaction by exploiting molecular dynamics and stokesian dynamics methods
Author :
Shimizu, Masahiro ; Ishiguro, Akio ; Kawakatsu, Tosbihiro ; Masubuchi, Yuichi ; Doi, Masao
Author_Institution :
Dept. of Comput. Sci. & Eng., Nagoya Univ., Japan
Volume :
2
fYear :
2003
fDate :
27-31 Oct. 2003
Firstpage :
1614
Abstract :
This paper discusses a fully decentralized algorithm able to create a coherent swarm of autonomous mobile robots from the viewpoint of "computational physics". To this end, we particularly focus on the "molecular dynamics method" and the "stokesian dynamics method", both of which are widely used to investigate multi-body systems. To verify the feasibility of our approach, this idea has been implemented to a swarm of 2D radio-connected autonomous mobile robots as a practical example. Simulation results indicate that the proposed algorithm can control the shape of the swarm appropriately according to the current situation without losing the coherence of the swarm nor exchanging any global information among the modules. Furthermore, we have found that the local interaction that is used to exploit stokesian dynamics plays an essential role in order to maintain the coherence of the swarm particularly under an unstructured environment.
Keywords :
mobile robots; molecular dynamics method; multi-robot systems; radiocommunication; robot dynamics; self-adjusting systems; 2D radio-connected autonomous mobile robots; autonomous mobile robots; coherent swarm; computational physics; molecular dynamics method; multibody systems; stokesian dynamics method; unstructured environment; Centralized control; Computational fluid dynamics; Control systems; Fault tolerance; Fluid dynamics; Mobile robots; Morphology; Physics computing; Scalability; Shape control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2003. (IROS 2003). Proceedings. 2003 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-7860-1
Type :
conf
DOI :
10.1109/IROS.2003.1248875
Filename :
1248875
Link To Document :
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