Title :
Obstacle avoidance of robotic formations based on fluid mechanical modeling
Author :
Soukieh, Rabie ; Shames, Iman ; Fidan, Baris
Author_Institution :
Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
This paper is on obstacle avoidance of swarms of robots moving in certain geometric planar formations. Focus is given to a particular obstacle avoidance approach, which is based on the fluid mechanical principle known as the Circle Theorem. Considering the motion region as a fictitious fluid environment surrounding the obstacles, fluid streamlines are calculated which correspond to unique smooth paths that a robot or a robotic formation can follow without colliding with the obstacles. The design and analysis are initially performed assuming simple integrator dynamics for each agent, and later extended for more realistic non-holonomic unicycle dynamic agent models, with the help of proportional integral (PI) control. The fluid dynamics based designs developed for obstacle avoiding motion control of agents, moving in a prescribed rigid formation are novel, and successfully tested via an extensive set of simulations. Application of the developed designs for motion control of unmanned aerial vehicle (UAV) formations under the constraint of constant speed is also presented.
Keywords :
autonomous aerial vehicles; collision avoidance; control system synthesis; fluid dynamics; motion control; robot dynamics; PI control; UAV; circle theorem; fluid dynamics based designs; fluid mechanical modeling; fluid streamlines; geometric planar formations; motion control design; nonholonomic unicycle dynamic agent models; obstacle avoidance approach; proportional integral control; robotic formations; simple integrator dynamics; unmanned aerial vehicle; Aerodynamics; Collision avoidance; Robots; Vectors; Vehicle dynamics;
Conference_Titel :
Control Conference (ECC), 2009 European
Conference_Location :
Budapest
Print_ISBN :
978-3-9524173-9-3