Title :
Positional consensus in multi-agent systems using a broadcast control mechanism
Author :
Das, Kaushik ; Ghose, Debasish
Author_Institution :
Dept. of Aerosp. Eng., Indian Inst. of Sci., Bangalore, India
Abstract :
In this paper a strategy for controlling a group of agents to achieve positional consensus is presented. The proposed technique is based on the constraint that every agents must be given the same control input through a broadcast communication mechanism. Although the control command is computed using state information in a global framework, the control input is implemented by the agents in a local coordinate frame. We propose a novel linear programming formulation that is computationally less intensive than earlier proposed methods. Moreover, we introduce a random perturbation input in the control command that helps us to achieve perfect consensus even for a large number of agents, which was not possible with the existing strategy in the literature. Moreover, we extend the method to achieve positional consensus at a pre-specified location. The effectiveness of the approach is illustrated through simulation results.
Keywords :
linear programming; multi-robot systems; position control; broadcast communication mechanism; broadcast control mechanism; linear programming formulation; local coordinate frame; multi-agent systems; positional consensus; random perturbation input; Broadcasting; Centralized control; Communication system control; Control systems; Linear programming; Multiagent systems; Orbital robotics; Robot kinematics; Robot sensing systems; Robotics and automation;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160384