Title :
An artifical physics-based 3D swarm control strategy
Author :
Zeng, Guanghui ; Li, Xiang
Author_Institution :
Dept. of Electron. & Inf. Eng., Guangzhou City Constr. Coll., Guangzhou, China
Abstract :
A new decentralized control method, named Regular Tetrahedron Formation (RTF) strategy, is presented for a swarm of simple robots operating in three dimensional space. This strategy is based on virtual spring mechanism and basically, allows four neighboring robots to autonomously form a Regular Tetrahedron (RT) regardless of their initial positions. RTF strategy is made scalable and applied for various sizes of swarms through a dynamic neighbor selection procedure. Thus, each robot´s behavior in each time step is only dependent on the local position information of three dynamically selected neighbors. In addition, an obstacle avoidance model suitable for swarm maneuvering is also introduced. Algorithm is studied with computational experiments which demonstrated that it is effective and practical.
Keywords :
collision avoidance; decentralised control; mobile robots; multi-robot systems; particle swarm optimisation; artifical physics based 3D swarm control strategy; decentralized control method; dynamic neighbor selection procedure; obstacle avoidance model; regular tetrahedron formation strategy; robots swarm; virtual spring mechanism; Heuristic algorithms; Mathematical model; Robot kinematics; Robot sensing systems; Springs; decentralized control; swarm intelligence; swarm robotics; virtual physics;
Conference_Titel :
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-8036-4
DOI :
10.1109/ICEICE.2011.5778180