DocumentCode :
518818
Title :
Behavior analysis in free space and obstacle environment of swarm robot systems based on vicsek model
Author :
Liu, Zongchun ; Tian, Yantao ; Yang, Mao
Author_Institution :
Sch. of Commun. Eng., Jilin Univ., Changchun, China
Volume :
1
fYear :
2010
fDate :
27-29 March 2010
Firstpage :
224
Lastpage :
229
Abstract :
In order to explain the phenomena of swarm systems form a synchronization behavior, a simple style of Boid model- Vicsek model is adopted. Vicsek model establish a mathematical model of the swarm agent´s synchronization. The self-organization regulations have been proposed to aim directly at three components: flock centering, direction coincidence, collision avoidance. We attempt to show the reasons why individuals in the natural world can get synchronization, and implement obstacle collision avoidance of the swarm system using artificial coordination fields. The simulation experimental results show that this strategy can achieve swarm-robot´s synchronization, and can avoid collision between the agent and the obstacle.
Keywords :
artificial intelligence; collision avoidance; multi-robot systems; Boid model; Vicsek model; artificial coordination fields; behavior analysis; direction coincidence; flock centering; free space; mathematical model; obstacle collision avoidance; obstacle environment; swarm agent synchronization; swarm robot systems; swarm systems; synchronization behavior; Birds; Collision avoidance; Extraterrestrial phenomena; Graph theory; Marine animals; Mathematical model; Microorganisms; Orbital robotics; Robot kinematics; Shape; Vicsek model; artificial coordinating fields; obstacle collision avoidance; swarm robot; synchronization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-5845-5
Type :
conf
DOI :
10.1109/ICACC.2010.5487023
Filename :
5487023
Link To Document :
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