Title :
Broadcast Control Mechanism for Positional Consensus in Multiagent Systems
Author :
Das, Kaushik ; Ghose, Debasish
Author_Institution :
Dept. of Aerosp. EngineeringGuidance, 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 problem is constrained by the requirement that every agent 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 (LP) formulation that is computationally less intensive than earlier proposed methods. Moreover, a random perturbation input in the control command that helps the agents to come close to each other even for a large number of agents, which was not possible with an existing strategy in the literature, is introduced. The method is extended to achieve positional consensus at a prespecified location. The effectiveness of the approach is illustrated through simulation results. A comparison between the LP approach and the existing second-order cone programming-based approach is also presented. The algorithm was successfully implemented on a robotic platform with three robots.
Keywords :
broadcast communication; linear programming; mobile robots; multi-agent systems; multi-robot systems; perturbation techniques; position control; LEGO Mindstorms NXT mobile robot; LP; broadcast communication mechanism; broadcast control mechanism; control command; linear programming; multiagent system; positional consensus; random perturbation input; state information; Control systems; Linear programming; Magnetic resonance; Multi-agent systems; Robot kinematics; Robot sensing systems; Broadcast control; LEGO robots; consensus; ensemble control; linear programming (LP); multiagent system; multiagent system.;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2015.2388732