Title :
Optimal path planning for unmanned air vehicles with kinematic and tactical constraints
Author :
Yang, Guang ; Kapila, Vikram
Author_Institution :
Dept. of Mech., Aerosp., & Manuf. Eng., Polytech. Univ. Brooklyn, NY, USA
Abstract :
We consider a class of 2D optimal path-planning problems for unmanned air vehicles (UAVs) with kinematic and tactical constraints. The existence of an optimal path class satisfying the UAV kinematic constraints and vector calculus are exploited to reduce this class of optimal path-planning problems to a parameter optimization problem. Illustrative tactical constraints arising in target touring and obstacle avoidance problems are considered. A necessary condition for optimal path planning in the presence of tactical constraints is characterized.. An efficient numerical algorithm using simulated dynamics is developed to enforce the optimality criterion. The proposed optimal path planner can handle multiple tactical constraints. An illustrative numerical simulation demonstrates the efficacy of our approach.
Keywords :
aerospace robotics; collision avoidance; mobile robots; multi-robot systems; remotely operated vehicles; robot kinematics; 2D optimal path planning; kinematic constraints; necessary condition; obstacle avoidance; optimal path class; optimality criterion; parameter optimization problem; simulated dynamics; tactical constraints; target touring; unmanned air vehicles; Aerodynamics; Aerospace engineering; Automotive engineering; Kinematics; Numerical simulation; Path planning; Pulp manufacturing; Turning; Unmanned aerial vehicles; Vehicle dynamics;
Conference_Titel :
Decision and Control, 2002, Proceedings of the 41st IEEE Conference on
Print_ISBN :
0-7803-7516-5
DOI :
10.1109/CDC.2002.1184695