Title :
A swarm model for planar formations of multiple autonomous unmanned aerial vehicles
Author :
Vanualailai, Jito ; Sharan, Aditi ; Sharma, Bhanu P
Author_Institution :
Sch. of Comput., Inf. & Math. Sci., Univ. of the South Pacific, Suva, Fiji
Abstract :
A swarm model that induces emergent collective behaviors from the individuals in the swarm is proposed for the planar formations of multiple autonomous unmanned aerial vehicles (UAVs). The stability of the formations, or cohesiveness of the swarm, is guaranteed via the the Direct Method of Lyapunov which is used to construct the instantaneous velocity of each individual. A Lyapunov-like function, from which the velocity controllers are constructed, expresses the three well-known Reynolds´ flocking rules as artificial potential fields for inter-individual attraction and avoidance. Basic patterns of planar formation which are similar to emergent behaviors distinctive of swarming in nature are demonstrated via computer simulations. Different emergent patterns are obtained with variations in the system parameters.
Keywords :
Lyapunov methods; autonomous aerial vehicles; mobile robots; multi-robot systems; position control; stability; velocity control; Lyapunov-like function; Reynolds flocking rules; UAV; artificial potential field; avoidance; direct Lyapunov method; emergent collective behavior; emergent pattern; formation stability guarantee; instantaneous velocity; interindividual attraction; multiple autonomous unmanned aerial vehicles; planar formation pattern; swarm cohesiveness guarantee; swarm model; system parameter variation; velocity controller; Birds; Kinematics; Rotors; Trajectory; Unmanned aerial vehicles; Vectors;
Conference_Titel :
Intelligent Control (ISIC), 2013 IEEE International Symposium on
Conference_Location :
Hyderabad
DOI :
10.1109/ISIC.2013.6658618