Title :
Distributed Cohesion Control for Leader-follower Flocking
Author :
Wang, Zongyao ; Gu, Dongbing
Author_Institution :
Essex Univ., Colchester
Abstract :
This paper presents a leader-follower flocking system which is consisted of a group of mobile agents with kinematic model. A "position consensus" algorithm is applied to enable the agents to estimate the flocking central position via neighbor-to-neighbor communication. By using the flocking center position, a cohesion controller is developed to enable the mobile agents to move close with each others. To avoid collision, a separation function is designed and fuzzy logic is used to keep this function smooth. The flocking stability is analyzed with LaSalle\´s invariance principle. Simulations of flocking with 200 agents are given. The flocking system is evaluated through different performances.
Keywords :
distributed control; fuzzy logic; invariance; mobile robots; multi-robot systems; position control; stability; distributed cohesion control; flocking center position; flocking stability; fuzzy logic; invariance principle; kinematic model; leader-follower flocking; mobile agents; neighbor-to-neighbor communication; Communication system control; Computer science; Distributed control; Evolution (biology); Fuzzy logic; Kinematics; Mobile agents; Mobile communication; Multiagent systems; Stability analysis;
Conference_Titel :
Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International
Conference_Location :
London
Print_ISBN :
1-4244-1209-9
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2007.4295639