Title :
Formation control of autonomous robots following desired formation during tracking a moving target
Author :
Anh Duc Dang ; Horn, Joachim
Author_Institution :
Inst. of Control Eng., Univ. of the Fed. Armed Forces Hamburg, Hamburg, Germany
Abstract :
In this paper, we propose a novel method for control the formation of the autonomous robots following to the desired formations during tracking a moving target under the influence of the dynamic environment. The V-shape formation is used to track a moving target when the distance from this formation to the target is longer than the target approaching radius. Furthermore, when the leader moves in the target approaching range, the circling shape formation is used to encircle the target. The motion of the robots to the optimal positions in the desired formations are controlled by the artificial force fields, which consist of local and global potential fields around the virtual nodes in the desired formations. Using the global attractive force field around the target, the formation of robots is always driven towards the target position. Moreover, using the repulsive/rotational vector fields in the obstacle avoiding controller, robots can easily escape the obstacle without collisions. The success of the proposed method is verified in simulations.
Keywords :
collision avoidance; mobile robots; motion control; multi-robot systems; optimal control; target tracking; V-shape formation; artificial force fields; autonomous robots; circling shape formation; dynamic environment; formation control; global attractive force field; global potential fields; local potential fields; moving target tracking; obstacle avoiding controller; optimal positions; repulsive vector fields; robots motion; rotational vector fields; swarm intelligence; virtual nodes; Collision avoidance; Dynamics; Force; Robot kinematics; Target tracking; Formation control; artificial vector fields; collision avoidance; swarm intelligence;
Conference_Titel :
Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on
Conference_Location :
Gdynia
Print_ISBN :
978-1-4799-8320-9
DOI :
10.1109/CYBConf.2015.7175925