Title :
An improved parameterized approach for real time optimal motion planning of AUV moving in dynamic environment
Author :
Wenhao Luo ; Jun Peng ; Jing Wang
Author_Institution :
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
In this paper, we present an improved analytic method to the optimal trajectory generation of an autonomous underwater vehicle (AUV) in a dynamic environment. The proposed approach explicitly incorporates both the AUV kinematic and the geometric constraints due to dynamic obstacles and the terrain while rendering the near-shortest path by a performance index related to the path length. In particular, the proposed design is based on a family of parameterized trajectories determined by three adjustable parameters, which provides a unified way to reformulate the geometric constraints and performance index into a set of parameterized constraint equations. To that end, such a constrained optimization problem boils down to optimize those adjustable parameters, which can be analytically solved in the parameter space. The proposed solution enhances the methodologies of real-time path planning for robots in 3D environment. Simulation results verify the effectiveness of the proposed method.
Keywords :
autonomous underwater vehicles; collision avoidance; optimisation; path planning; robot kinematics; trajectory control; 3D environment; AUV geometric constraints; AUV kinematic constraints; adjustable parameters; autonomous underwater vehicle; constrained optimization problem; dynamic environment; dynamic obstacles; improved analytic method; improved parameterized approach; near-shortest path rendering; optimal trajectory generation; parameter space; parameterized constraint equations; parameterized trajectories; path length; performance index; realtime optimal motion planning; realtime path planning; Collision avoidance; Dynamics; Kinematics; Optimization; Planning; Trajectory; Vehicle dynamics;
Conference_Titel :
Robotics, Automation and Mechatronics (RAM), 2013 6th IEEE Conference on
Conference_Location :
Manila
Print_ISBN :
978-1-4799-1198-1
DOI :
10.1109/RAM.2013.6758567