Title :
A Decentralized Cooperative Control Scheme With Obstacle Avoidance for a Team of Mobile Robots
Author :
Rezaee, Hamed ; Abdollahi, Farnaz
Author_Institution :
Dept. of Electr. Eng., Amirkabir Univ. of Technol. (Tehran Polytech.), Tehran, Iran
Abstract :
The problem of formation control of a team of mobile robots based on the virtual and behavioral structures is considered in this paper. In the virtual structure, each mobile robot is modeled by an electric charge. The mobile robots move toward a circle, and due to repulsive forces between the identical charges, regular polygon formations of the mobile robots will be realized. For swarm formation, a virtual mobile robot is located at the center of the circle, and other mobile robots follow it. In the introduced approach, each mobile robot finds its position in the formation autonomously, and the formation can change automatically in the case of change in the number of the mobile robots. This paper also proposes a technique for avoiding obstacles based on the behavioral structure. In this technique, when a mobile robot gets close to an obstacle, while moving toward its target, a rotational potential field is applied to lead the mobile robot to avoid the obstacle, without locating in local minimum positions.
Keywords :
collision avoidance; decentralised control; electric charge; mobile robots; multi-agent systems; multi-robot systems; behavioral structures; decentralized cooperative control scheme; electric charge; formation control problem; mobile robot team; obstacle avoidance; regular polygon formations; repulsive forces; rotational potential field; swarm formation; virtual mobile robot; virtual structures; Clocks; Collision avoidance; Equations; Force; Mobile robots; Trajectory; Vectors; Cooperative control; local minima; mobile robots; multiagent systems; obstacle avoidance;
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2013.2245612