Optimal path planning for unmanned air vehicles with kinematic and tactical constraints

作者：Guang Yang, Vikram Kapila · 年份：2003 · DOI：10.1109/cdc.2002.1184695 · 被引用次数：169 · 研究领域：Robotic Path Planning Algorithms、Guidance and Control Systems、Control and Dynamics of Mobile Robots

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.