Circle Formation Control of Large-Scale Intelligent Swarm Systems in a Distributed Fashion

被引:0
作者
Xue, Zhibin [1 ]
Zeng, Jianchao [1 ]
机构
[1] Lanzhou Univ Technol, Coll Elect & Informat Engn, Lanzhou 730050, Peoples R China
来源
ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 2, PROCEEDINGS | 2009年 / 5552卷
关键词
Large-scale swarm system; Numerical simulation; Formation control; Distributed control; STABILITY;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The circle formation is a good starting point for many symetric formations like an approximation of a circle, a simple polygon, or a line segment etc in the plane. A distributed manner is presented to fullfill the coordinated task of N mobile agents swarm (which could be swarm robotics, unmanned air/ocean vehicles namely UAV, satellites, mobile sensors, aircraft and spacecraft, etc.) being forced to achieved a circle formation while avoiding collision between themselves. The control development method is based oil artificial potential function namely APF and Newton-Raphson iteration. Finally, the performance of the method is examined by numerical simulations, the results further indicated that the individual members living in swarm during the course of coordinative motion call realize the stabilization of particular predefined a desired circle or a convex polygon formation.
引用
收藏
页码:1105 / 1115
页数:11
相关论文
共 14 条
[1]  
[Anonymous], LECT NOTES COMPUTER
[2]  
Chen X, 2006, INT J CONTROL AUTOM, V4, P466
[3]  
Chen X, 2008, INT J ADV ROBOT SYST, V5, P69
[4]   Stability analysis of social foraging swarms [J].
Gazi, V ;
Passino, KM .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2004, 34 (01) :539-557
[5]  
Gazi V, 2002, IEEE DECIS CONTR P, P2842, DOI 10.1109/CDC.2002.1184277
[6]  
GAZI V, 2006, TURKISH J ELECT ENG
[7]  
HANAY YS, 2007, EUR CONTR C GREEC
[8]  
REZA OS, 2002, IFAC WORLD C
[9]  
SAAD E, 2007, IPROMS ROBOTICS
[10]  
Saaj CM, 2006, 2006 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-6, P2809