Title :
An Optimal Real-time Motion Planner for Vehicles with a Minimum Turning Radius
Author :
Yuan, H. ; Yang, J. ; Qu, Z. ; Kaloust, J.
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Central Florida Univ., Orlando, FL
Abstract :
In this paper, an approach is proposed to determine a real-time collision-free path for an autonomous underwater vehicle (AUV) moving in an unknown underwater space. A class of trajectories is obtained by polynomial parameterization. The coefficients of the polynomial are determined at each sampling period, by satisfying boundary condition and collision avoidance criteria. Based on the class of trajectories, a performance index related to the length of the trajectories is established, and is used to find an optimal trajectory. The turning radius along the trajectories is calculated to check the feasibility of the obtained trajectory. The solution to the trajectory and its corresponding control are found in closed form, which make the algorithm computationally efficient and real-time implementable. The proposed approach is validated by computer simulations
Keywords :
collision avoidance; mobile robots; motion control; optimal control; performance index; polynomials; robot kinematics; underwater vehicles; autonomous underwater vehicle; collision avoidance; optimal real-time motion planner; optimal trajectory; performance index; polynomial coefficients; polynomial parameterization; real-time collision-free path; turning radius; Kinematics; Nonlinear dynamical systems; Polynomials; Propellers; Spline; Target tracking; Trajectory; Turning; Underwater vehicles; Vehicle dynamics;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1712346