Title :
Application of a coordinated trajectory planning and real-time obstacle avoidance algorithm
Author :
McNinch, L.C. ; Soltan, R.A. ; Muske, K.R. ; Ashrafiuon, H. ; Jones, J.C.P.
Author_Institution :
Center for Nonlinear Dynamics & Control, Villanova Univ., Villanova, PA, USA
fDate :
June 30 2010-July 2 2010
Abstract :
A novel method for coordinated trajectory planning and real-time obstacle avoidance of autonomous systems is presented. The desired autonomous system trajectories are generated from a set of first order ODEs. The solution to this system of ODEs converges to either a desired target position or a closed orbit defined by a limit cycle. Coordinated control is achieved by utilizing the nature of limit cycles where independent, non-crossing paths are automatically generated from different initial positions that smoothly converge to the desired closed orbits. Real-time obstacle avoidance is achieved by specifying a transitional elliptically shaped closed orbit around the nearest obstacle blocking the path. This orbit determines an alternate trajectory that avoids the obstacle. When the obstacle no longer blocks a direct path to the original target trajectory, a transitional trajectory that returns to the original path is defined. The coordination and obstacle avoidance methods are demonstrated experimentally using differential-drive wheeled mobile robots.
Keywords :
collision avoidance; differential equations; mobile robots; autonomous system; coordinated trajectory planning; differential-drive wheeled mobile robot; first order ODE; ordinary differential equation; real-time obstacle avoidance algorithm; target position; transitional elliptically shaped closed orbit; Autonomous agents; Control systems; Equations; Limit-cycles; Mobile robots; Nonlinear control systems; Path planning; Real time systems; Robot kinematics; Trajectory;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5531447